The tiny, cramped bakery, owned by Leo's family, had always been a haven. The smell of fresh bread and the familiar chatter of the Italian-speaking staff were comforting. Today, though, it felt suffocating. Mark, his boyfriend, stood by the counter, attempting to order a cannoli in passable, accented Italian.

Leo watched from behind the register, the muscles in his jaw clenched. The baker, old Giovanni, beamed at Mark, praising his efforts.

The sweetness of the pastries suddenly felt cloying. He found himself subtly correcting Mark's pronunciation, his voice sharp and precise. It was a reflex, a need to maintain the barrier. To protect his history, his world.

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