The email arrived at 3:17 AM. A short, congratulatory message about the 'success' of the exhibition. Sarah scrolled through the attached photographs, a bitter taste rising in her throat. Her painting, "Crimson Veil," was hanging crooked, illuminated by a spotlight that seemed to mock the delicate brushstrokes she had spent months perfecting. The image was juxtaposed with a children's painting, done with crayon. Her fingers tightened on her mouse, knuckles now white. She nearly smashed it against the desk.

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