"Dear Diary..." Sarah read the title aloud, a sneer twisting her lips. The notebook was on the kitchen counter, next to a half-eaten bag of chips. "Of a Wife." She flipped the page, her eyes narrowing as she read the opening paragraph.

She was "Sophia," a woman perpetually misunderstood, a victim of her own circumstances. The character was nothing like her. She was portrayed as weak, indecisive, prone to histrionics. Sarah laughed, a short, sharp bark of disbelief.

She turned the page, her movements deliberate and slow, each word a fresh indignity. He had reduced her to a caricature, a pathetic stereotype. She tossed the notebook into the trash, feeling a strange mix of anger and pity.

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