The hospital cafeteria smelled of stale coffee and disinfectant. Robert sat alone, pushing his untouched lunch around the tray. Across the room, he saw him. Another man, eating the same bland, prescribed food.

Robert knew the symptoms, knew the triggers, the frustration. He knew the feeling of being trapped, of constantly having to explain, of being misunderstood.

The other man caught his eye, offering a small, sad smile. Robert looked away, his jaw tight. He hated pity. He hated the shared bond. He hated the constant reminder of what he could not control. He knew this other man would begin to understand his pain, and the thought was a sour taste in his mouth.

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