The rejection letter was crisp, a surgical strike on her ambitions. Sarah tossed it onto the overflowing recycling bin, the thin paper landing with a pathetic flutter. Her meticulously crafted novel, the culmination of years, dismissed with a polite, impersonal phrase. She sneered at the pristine office of the publishing house she could see from her window. The smug bastards.

Her hands clenched, nails digging into her palms. She pictured the editor, probably some fresh-faced graduate, sipping a designer coffee while casually destroying her life's work. The city outside, usually a symphony of bustling energy, seemed to mock her with its relentless progress. Every passing car was a tiny testament to successful lives, lives that wouldn't understand the crushing weight of artistic failure.

She stalked into the kitchen, slamming the fridge door. The cold air did little to cool her rising ire. She grabbed a leftover slice of pizza, devouring it with aggressive bites, each chew a symbolic act of defiance. The publisher would regret this, she vowed silently, picking at the greasy crust with furious energy.

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