He stared at the tarnished silver locket, its delicate chain tangled in a pile of moth-eaten clothes. The attic smelled of forgotten things and regret. David had always been a practical man, a man of lists and efficiency. He’d seen the locket as just another item to be discarded.

He picked it up, feeling the cold metal against his palm. Inside, a miniature portrait of a woman with sad eyes stared back at him. He closed the locket and then opened it again. Each time, the eyes seemed to grow heavier.

"I should have done better," he whispered, the words catching in his throat. He felt an inexplicable pang of guilt, a deep unease. He should have at least tried to learn who she was, the woman in the locket.

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