The air was thick with unspoken accusations. Jason hadn't said a word, but his roommate, Alex, could practically feel the silent judgment radiating from him. The book, the one he knew Jason had seen open on the desk, sat on the nightstand, a silent, damning presence.

He poured himself another glass of water, his hand shaking slightly. He’d seen the look in Jason’s eyes – a look that said he found him repulsive. Now, Jason refused to meet his gaze.

"So," Alex ventured, his voice a low monotone, "Everything okay?" He knew the question was a lie.

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