The support group meeting was a disaster. Brenda sat in the back, picking at the chipped nail polish on her fingers. She hated these forced interactions, these attempts at camaraderie that only served to highlight her isolation. The facilitator, a relentlessly upbeat woman, droned on about coping mechanisms. Brenda wanted to scream.

She shifted in her seat, her gaze sweeping the room. Her eyes landed on a man across the circle. He sat hunched, staring at the floor, and Brenda immediately understood. His posture, the tension in his shoulders, the way he was wringing his hands. She was sure.

As the meeting dragged on, the man finally lifted his head and spoke. "It's… it's relentless." Brenda felt something break inside her.

He finished his sentence, "The tissue necrosis."

Brenda sat up, a flush rising in her cheeks.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260