The discovery struck Emily like a punch to the gut. Her mother, usually so disorganized, so scatterbrained, had meticulously cataloged every scrap of her childhood. The sheer scale of it was staggering. Reams of paper, neatly filed and archived, like a bizarre monument to her existence.

She pulled out a science project from fifth grade. It was crude, childish, and she remembered being mortified when her mother had insisted on "helping". Seeing it now, with the meticulous corrections, the carefully written notes, it felt like a violation. A deep, unpleasant sensation welled up in her.

She closed her eyes, the image of her mother’s proud face filling her mind. She opened them again, the anger burning in them.

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