Rain lashed against the window of Leo’s studio, mimicking the frantic drumming in his chest. He’d spent years perfecting the brushstrokes, the delicate balance of light and shadow, and now, it was cheapened. He scrolled through the offending Instagram profile, each photo a fresh stab. The tattoo artist, a younger, more energetic version of himself, was clearly profiting from his craft, his style. His stomach churned. He slammed his fist down on his easel, scattering paint. The image of the stolen design, now permanently etched onto someone's skin, felt like a personal violation. He switched off the computer, the digital space feeling toxic.

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