The elevator ride felt interminably long. He stood shoulder to shoulder with Emily, both of them silent after the announcement of the promotion's finalists. The scent of her expensive perfume filled the enclosed space, a suffocating sweetness he found cloying.

He imagined her in her new office, with the corner view, the prestige. He gripped the edge of his briefcase so hard his knuckles were white. He saw the envy in her expression when he got the job, which he would.

The doors slid open on the ground floor. He muttered a terse "Good luck," and hurried away, eager to escape the stifling proximity of her relentless ambition.

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