The new office smelled of stale coffee and desperation. Michael, a seasoned engineer, had been moved to the sales department to "improve client relations." He ran a hand through his hair, a nervous gesture he hadn't displayed in years. He couldn't stand the forced charm, the constant need for approval.

"Alright, let's talk numbers!" his new boss, a man with a comb-over and a perpetual smile, boomed. Michael had always preferred the clarity of blueprints and calculations. This felt fake and hollow. The pressure to meet quotas, the incessant pressure, felt crushing.

He felt a tightness in his chest, a sensation of being trapped. He was missing the satisfaction of creating, building, designing. He wanted to go home.

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