The paper in Amelia’s hand felt like it weighed a ton. She closed her eyes, trying to block out the sharp words. The air in the room was stagnant, thick with the scent of unwashed clothes and old books. She had known the day was coming, but that knowledge had not helped.

She slumped onto the floor beside the overflowing laundry basket, her breath shallow and uneven. The silence of the apartment pressed down on her, punctuated only by the distant hum of the city. She’d made promises she couldn't keep. The thought of facing her friends and family, facing the consequences of her choices, sent a shudder through her.

She had failed.

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