The constant chanting was driving him insane. Michael, his son, had been transformed into a drone, reciting mantras with an unsettling serenity. His entire personality had been altered. The house, once filled with laughter and the sounds of video games, now echoed with the repetitive, monotonous sound.

He slammed the door of the study, the sound a sharp crack in the hushed atmosphere. He paced the room, rubbing his temples, trying to find some relief from the incessant noise.

"Michael!" he roared, his voice thick with frustration. He was met with silence, then a gentle, almost patronizing, β€œYes, Father?”

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