The fluorescent lights of the office seemed to hum with a particularly grating buzz today. Mark jammed his fist into the vending machine, the plastic rattling as he tried to dislodge a bag of stale chips. Another Monday. Another pointless meeting. Another round of updates that never actually *changed* anything. He knew, he just knew, that this week's announcement of "synergy" and "growth" was just another attempt to distract from the creeping dread that had settled in his gut ever since the whispers started.

He glared at his reflection in the tinted glass of the office door. Thirty-eight years old, with a job he loathed, and now this. A feeling of pure, unadulterated *irritation* coiled in his stomach, tightening every muscle. He’d poured years into this company, sacrificed weekends, chased promotions that never materialized. Now, it was all for naught, all about to be tossed aside like yesterday's garbage.

"Mark, can you grab the coffee?" his boss chirped, a smile that felt a little *too* genuine. Mark turned, a tight smile plastered across his face. "Sure thing, Brad," he said, the words heavy with a weight he couldn’t articulate.

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