The wind seemed to whisper a mocking tune as Clara recognized the familiar stitching. She felt an eruption of fury, a burning sensation clawing its way up her throat. *Here?* In this dilapidated collection of unwanted belongings.

Her grandfather had given her this bear, calling him Bartholomew. She'd told him all her secrets and he had listened quietly. Now, his worn body was covered in dust.

She felt a hot flush. The woman behind the table, with her bright pink lipstick, looked at her expectantly.

"How much?" Clara asked, her voice dangerously calm. "For *him*." The woman named a price. Clara paid it, and with trembling hands, clutched Bartholomew to her chest, as if she could protect him from the world.

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