The gala was a nightmare. He stood in the corner, nursing a drink, while people fawned over the author. The air was thick with the self-congratulatory backslapping and the hollow laughter of those who knew nothing of the reality the book had misrepresented. He watched, detached, as the author held court, basking in the adoration. He barely registered the clinking glasses and the polite chatter. He felt like an outsider, an impostor in his own life, a life now irrevocably tainted by another person's ego.

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