The constant clicking of keyboards, the murmur of voices, the incessant ringing of phones—the normal sounds of the office now grated on Alex's ears. He could feel a rising current of… dissatisfaction, a deep-seated ache that had nothing to do with the physical pain of his bad back.

The sale news was the final straw. He'd seen it coming, sensed it in the subtle shifts in management, in the tightening of budgets, in the increasingly frequent corporate retreats. He knew the drill. The cuts would come, and he was likely on the chopping block.

He stared at his computer screen, the bright light reflecting in his eyes, causing a splitting headache. He had to escape, to get away from the suffocating atmosphere of forced cheerfulness. He rose, grabbed his coat, and left without saying goodbye.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210