David saw her from across the room and a strange pressure built in his head. Chloe, radiant in a dress that cost more than his rent, was laughing with a group of people. He remembered the arguments, the tears, the slamming doors. He recalled the countless times he had apologized.

He ducked behind a pillar, suddenly fascinated by the intricate carvings. His palms were clammy. He didn't want to see her, not like this. Not happy. Not without him.

Later, he saw her dancing, her body moving with a freedom that he hadn’t seen in years. She looked as though she was having the time of her life. He gripped his glass until his knuckles throbbed, and felt a burning sensation in his stomach. He muttered a quick, dismissive apology to the person he was talking to and quickly stepped away.

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