The afternoon light filtered through the blinds, illuminating the dust motes dancing in the air. He found the list tucked between the pages of her favorite book. "Adopt a rescue dog." He scoffed. His aunt, who disliked animals, especially dogs?

“Learn to knit.” “Go to a concert.” He ran a hand through his hair, a gesture of frustration. It was a complete farce. He didn’t want to look at it anymore, he didn’t want to think about it. He crumpled the list, then tossed it into the trash can. He would do whatever he wanted.

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