The waiting room's floral wallpaper felt stifling. "Advanced stage… lung cancer?" Sarah’s breath hitched. She was a runner, a marathoner, for God’s sake! She’d come in for a persistent headache, not a death sentence. The doctor, a young man with overly empathetic eyes, had delivered the news with a gentle, pitying air that made her stomach churn.

Her hands shook as she scrolled through the file again, a sick feeling washing over her. She imagined the real patient, coughing, weak. They deserved compassion, not this horrific mistake. She almost ran out, shoving past the other patients in the room.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217