He stared at the menu, unable to decide, a knot of unease twisting his stomach. He was supposed to be the life of the party, but the thought of getting up and giving a toast made him want to bolt. His father, a man of quiet strength, deserved better than whatever he could offer.

The party was in full swing, the room filled with the scent of perfume and expensive food. He remembered the arguments, the closed doors, the unspoken hurts that had become the fabric of their relationship. He recalled the countless times he had disappointed his father.

He had rehearsed his speech, but he couldn’t bring himself to rise and read. He felt the weight of his failures, a heavy stone pressing down on him. He felt utterly unworthy of the occasion.

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