"Welcome aboard!" The words, delivered with a syrupy tone from the new VP, made his skin crawl. Thomas stood at the back of the meeting room, arms crossed, face a mask of polite indifference. He watched the presentation, a slick display of corporate jargon and empty promises.

He wanted to interrupt, to question their motives, to expose the sham. But he held his tongue, knowing it would be a pointless exercise. He felt a knot of anger tighten in his stomach, a deep resentment for the entire charade.

He slipped out of the room as soon as he could, the forced cheer of the new management still ringing in his ears. He headed back to his desk, to the work he'd dedicated himself to for years. He’d just wait for his turn at the chopping block.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250