He replayed the conversation in his head, over and over, each time deepening the familiar pit in his stomach. The headhunter, his polite tone now an irritating reminder of a missed opportunity, had tried to reach out six months ago. He’d dismissed the call, convinced he was irreplaceable.

He stood in the empty parking lot, the wind whipping his tie against his face. He'd built his identity around this place, this job. He had allowed his self-worth to be tied to his position. He was lost.

He lit a cigarette, the smoke offering no comfort. He had cultivated a culture of passive aggressive behavior. He had been a bully. Now he realized he had been nothing more than a cog in a machine.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301