The email sat in the inbox, mocking her with its sterile font and polite phrasing. "We regret to inform you..." Right. They regretted it. She slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. The sunlight streaming through the window seemed to actively taunt her, illuminating the dust motes dancing in the air like celebratory confetti. She kicked a discarded textbook across the room, the corner thudding hollowly against the wall. “They regretted it,” she muttered, the words dripping with a sourness that coated her tongue. The university, with its ivy-covered walls and self-proclaimed inclusivity, could choke on their “regret.”

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