“That’s some record collection,” David remarked, his voice flat. He surveyed his son, Ethan's, vinyl records. David's own collection was impressive. It filled a wall. It was now second to Ethan’s.

Ethan didn’t even look up from cleaning a record. He continued with his chores. Ethan had a way of being even more fastidious than David. It was infuriating.

David felt a strange urge to walk away. It wasn't the music he disliked. It was the fact that his son was better at it.

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