The air crackled with unspoken tension. Mrs. Peterson, face a mask, stood in the doorway. She clutched a dish towel. β€œThe parties,” she began, voice barely above a whisper. "They're becoming a bit much, aren't they?"

He leaned against the doorframe, a picture of casual indifference. The music pulsed from inside, a throbbing bassline. He raised an eyebrow.

He watched her, a slight smile playing on his lips. She seemed to shrink under his gaze. He closed the door, leaving her standing on the porch. He went back to the party, and he turned up the music.

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
πŸ‘Ž0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250