The musty smell of the antique desk was familiar, but not comforting. Daniel found the letter tucked inside a drawer, a letter he'd written to his estranged father, begging for his attention. He couldn't believe his own past behavior.

He let out a dry, humorless laugh. He felt a kind of repulsion, an internal knot twisting in his chest. He hated the vulnerability, the neediness, the desperate plea for connection. He tossed it in the trash, then immediately regretted it. He pulled it out, and ripped it to shreds.

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