The lawyer's words, replaying in his head like a broken record, grated on his nerves. "Your father... another child..." He hated the thought, the very idea of a stranger sharing his bloodline.

He looked at his hands, at the familiar lines of his own skin, and felt a strange disconnect. It was as if his father, even in death, had reached out to disturb his perfect life.

The air in his apartment felt heavy, stale. He wandered from room to room, the silence amplifying his thoughts. He found his father's old study and ripped a photograph from its frame. He looked at the familiar smile and felt nothing but coldness.

The photograph felt heavy in his hands.

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