He stared at the menu, unable to find anything appealing. This entire event, the perfectly set tables, the forced gaiety, it all felt suffocating. He watched his mother wave to a friend, her face radiant with happiness, and a knot tightened in his stomach.

When it was his turn to speak, he stood, the notes he had prepared crumpled in his hand. He spoke of his mother’s career, her dedication. Her commitment. His voice was steady, yet flat, devoid of any genuine affection. He focused on the details, on the facts, avoiding any hint of personal connection. He felt a deep, profound disinterest.

He ended with a perfunctory congratulation, and returned to his seat, a sense of relief washing over him. The party felt like an eternity.

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