The physical weight of the manuscript, now a rejected thing, felt heavier than usual. It sat on her desk, a silent indictment of her efforts. Isabella traced a finger across the cover, the embossed title mocking her. They'd said it wasn’t ‘commercial enough.’

She pushed back from her desk, the chair scraping against the floor. She wandered into the kitchen, the sunlight illuminating dust motes dancing in the air. She grabbed a can of soup, then slammed the door of the cupboard.

She opened the soup and tipped it into the sink. She then picked up the manuscript and placed it into the empty can. She grabbed the can opener and began to shred the manuscript, the metal scratching and chewing through the pages. The words, her words, were now garbage.

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