The acceptance letter, once clutched with such triumphant joy, now felt like a lead weight in Elias's trembling hands. He stared at the glossy paper, the words blurring through unshed tears. This scholarship—the one that had promised him freedom from crushing debt—was intended for someone else. He'd been awarded it by mistake, a clerical error, and the real recipient was struggling to afford even basic necessities. He felt sick to his stomach.

He spent the next few days in a fog. The vibrant campus, once a beacon of opportunity, seemed to mock him with its manicured lawns and bustling students. He stopped attending classes, unable to focus, the guilt a suffocating blanket. He considered his options, each one laced with a bitter aftertaste of betrayal. Should he come forward, risk losing everything, and give the scholarship to its rightful owner? Or should he stay silent, clinging to the life he’d been given by error?

He tossed and turned in his tiny dorm room, the silence amplifying his thoughts. The injustice of it all, the weight of his deception, the potential ruined future of another student, gnawed at him. He found himself avoiding eye contact, his appetite vanished, and even the simple act of breathing felt laborious. He knew what he had to do, even though the consequences were terrifying.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285