The air conditioning hummed, a monotonous drone in the sterile office. Across from him, the senior partner, Ms. Chen, smiled. "Excellent work, David," she said, holding up a document that was a near-exact replica of his plan. He felt a sting, a throbbing in his temples.

He felt a sudden need to leave, to disappear. He thought of the hours, the sacrifices, the sleepless nights. He should have pushed harder, been more vocal. He forced a smile, but the edges of his mouth quivered. He nodded, unable to speak, the weight of his feelings pressing down on him.

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