The email was a splash of cold water in his otherwise apathetic morning. "Financial Difficulties Force Closure of Oakhaven University." Just the thought of it made his jaw clench, a muscle he hadn’t even realized he was using. He tossed the laptop onto the floor, the metallic clang echoing hollowly in his tiny, overpriced dorm room. He kicked the half-eaten pizza box across the room, watching the greasy cardboard slide against the linoleum. *Good riddance*, he thought, as if the university’s demise was a personal inconvenience he was now obligated to rectify.

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