The gallery lights seemed to hum, a mocking chorus to the scene unfolding. Amelia stood rigid, arms crossed, the sleek white walls suddenly feeling oppressive. A woman, all flowing scarves and self-assured smiles, approached her. “Oh, it’s just stunning, isn’t it? The way the ink catches the light… so evocative.” Amelia forced a tight smile, her jaw clenching. She saw it then, on the woman’s upper arm, a perfect, albeit smaller, rendition of her “Ephemeral Bloom” series. The woman continued to gush about the artist’s vision, completely oblivious. Amelia took a sharp breath, the air suddenly thin and stale. She excused herself with a curt nod, the cheerful chattering of the woman immediately grating.

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