He folded his arms, the action sharp and deliberate, as he watched Mark walk towards the interview room. Mark, who, according to the rumours, had been practically *begging* for a recommendation from their old professor. He probably thought he was the cat’s pyjamas.

A sour taste coated his mouth. It was just a feeling, a tightening in his chest. He felt as if someone had jammed a hot poker in his gut. He knew he was far better suited to this role than Mark. Far more deserving.

His fingers drummed a restless beat against his knee. He felt the familiar heat rising in his neck as he waited, the silence amplifying the thrumming in his ears. The door clicked open. Mark emerged, a vibrant red flush on his cheeks, the smile even more irritatingly wide.

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