The overhead lights flickered, casting a strobe-like effect on the dusty shelves. The shop was filled with the ghosts of forgotten lives. He felt a deep, pervasive sense of revulsion.

The clerk, a teenager with a bored expression, leaned against the counter, chewing gum. "Whatcha want?" she asked, without enthusiasm. "Just looking," he answered, his tone flat. He wished he could leave.

He saw it, shimmering under the weak light. A symbol of everything he scorned. It was sickening. He felt a need to turn around and walk right back out. He had to resist.

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