The notification popped up on Amelia’s screen, a ghost from the past. Mark Henderson. She hadn’t thought about him in years, but the pang in her chest was immediate. He’d been the architect of her most miserable school days. A knot formed in her stomach as she hovered over the accept button.

She took a deep breath, scrolling through his profile. Pictures of him with a family, a dog, a life that looked… good. She felt a sudden, inexplicable heat in her cheeks. He looked older, softer, but the faint smirk in his eyes still sent a shiver down her spine.

Closing her laptop, Amelia walked to the kitchen and made a cup of tea, her hands trembling slightly. The steam clouded her glasses as she stared out the window, replaying snippets of the past. The whispered insults, the stolen lunch money, the feeling of utter insignificance.

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