The antique music box, her grandmother's, sat on the mahogany table, gleaming under the harsh kitchen light. Aunt Mildred. Of all people. To suggest selling it. He felt his hands clench into fists, the nails digging into his palms. He didn't say anything, but the air crackled with a silent fury.

"It's just… collecting dust," Mildred chirped, her voice too bright. She was fiddling with her pearls, a nervous habit. "Someone else could appreciate it more."

He rose from the table, pushing his chair back with a scrape that echoed in the suddenly small room. His jaw tightened, and he stalked towards the window, ignoring her blather. The late afternoon sun cast long shadows across the garden, mirroring the darkness settling inside him. He needed to get out. Now.

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