The editor’s email hung in the air, a digital ghost of disappointment. It was a well-crafted dismissal, sugar-coated and utterly meaningless. Chloe stared at the screen, the cursor blinking, mocking her. The audacity of their rejection.

She rose from her chair, her body rigid with a gathering storm. She walked to the window, gazing at the glittering city lights, each one a tiny beacon of success that seemed to taunt her. They'd never understand, she thought, the fire that burned within her, the story she was born to tell.

She turned away from the window, and reached for the bottle of expensive wine she had been saving for a celebration. She poured a generous glass, and then another, each swallow fueling the bitter resentment that was rapidly consuming her.

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