He’d known the email was coming. He’d refreshed his inbox hourly, the digital equivalent of pacing a cell. Now, reading the terse, formulaic language, a coldness settled in his stomach. The words, so carefully chosen to soften the blow, felt like a deliberate insult. He’d poured his soul onto those pages, and for what?

He crumpled the printout. He could almost smell the arrogance radiating from their sleek headquarters. The sheer audacity of them, rejecting his brilliance. He’d show them. He would. His jaw tightened, a muscle throbbing with suppressed fury.

He pictured the marketing team, the bean counters, the entire bureaucratic machine that had deemed his work unworthy. He threw the crumpled paper at the wall, it falling short. He kicked at a stray piece of paper, sending it skittering across the floor. He’d burn them all down, metaphorically speaking, of course.

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