The first line, "She was a study in contradictions," almost made Mark want to throw the book across the room. He slammed it down on the coffee table, the sound sharp in the quiet apartment. He'd found it on the bookshelf, nestled between a biography of Churchill and a history of Roman architecture.

He picked it back up, his jaw clenched. He was "Marcus," a brooding artist, a man of few words, trapped by a difficult past. The character was, on the surface, him. But the details were…wrong. The nuances were missing. The vulnerability, the grit, the *effort* he put into being himself.

He scoffed. This was a shallow imitation, a watered-down version of the person he presented to the world. He tossed the book onto the floor, the act a deliberate display of dismissal. Let her read it and see what a mess she'd made of his life.

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