He stared at the untouched plate of food in front of him. His daughter, Maria, had converted to Islam and the aroma of lamb and saffron that usually filled the kitchen was absent today. He had made her favorite pasta. It remained untouched. He couldn’t bring himself to eat.

He felt the tightness in his chest constrict with every passing moment. He had argued, questioned, his voice rising in frustration. Now he wished he could take back those harsh words. The silence at the table was deafening, the space where Maria’s laughter used to ring was filled with a hollowness. He picked at a piece of bread, suddenly aware of the way the simple act of eating felt heavy with unspoken regrets.

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