"Mr. Peterson is now following you." A bead of sweat trickled down David's temple. He swiped away the notification on his phone, the movement sharp and decisive. He felt a sudden, inexplicable urge to change his profile picture, to erase the evidence of his existence. He was the subject of his art project, his face smiling.

He found himself avoiding eye contact with Mr. Peterson during the next class, staring intently at his textbook. He pretended to have a question for his tablemate, and his voice was higher than usual. The man's presence felt invasive, like someone had broken into his private world.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256