"So, these are the vendor contracts," Maria said, her tone deliberately flat. She gestured toward a stack of files that seemed to mock her with their physical presence. She hadn't bothered to tidy them up. Let the new girl, Jessica, sort through the mess.

Jessica was relentlessly cheerful, her smile seemed painted on. She asked questions, taking copious notes, seemingly unfazed by the disarray. Maria found herself unconsciously sighing, repeatedly, in rhythm with the office clock's tick.

"Pay attention to the clauses about termination," Maria continued, her words deliberately devoid of inflection. She found herself explaining details in a deliberately obtuse way. She watched Jessica’s brow furrow in confusion, and a small, almost imperceptible smirk tugged at the corner of her lips.

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