The rejection letter, disguised as an evaluation, lay on her desk. A thin, sickly smile twisted her lips. She had put her heart into this. She had poured everything into the project. And for what? For a dismissive dismissal.

She ran her hand through her hair, the strands catching on her fingers. She felt a burning sensation in her chest, a mixture of rage and wounded pride. She imagined the committee members, huddled together, dissecting her work with their superior airs.

She picked up the letter and slowly, deliberately, crumpled it into a ball. It was just a piece of paper, after all. A worthless piece of paper. But she could be more valuable.

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