"Mr. Peterson is now following you." Mark read the words, his face tightening. Mr. Peterson, his physics teacher, a man who seemed to derive some perverse pleasure from making the students feel stupid, wanted a window into his life. Mark had the mental image of him, peering over his shoulder.

He could practically hear the condescending tone he'd use if he saw Mark's posts. "Oh, you were at a party, Mark? Interesting. I'm sure that helped with your understanding of thermodynamics." The man's smugness was palpable, even through a screen.

Mark slammed his laptop shut. He considered changing his username, deleting everything, starting again. The idea of being monitored by that man, even online, made him feel trapped. He wished he could just disappear.

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