"Condos," Sarah choked, the word a bitter taste in her mouth. She'd been on the phone with her sister when she'd found the flyer. Now, the phone lay discarded on the kitchen counter, the cheerful voice on the other end a forgotten echo.

Her fingers traced the outline of her favorite coffee mug, the chipped ceramic feeling strangely rough and inadequate. The sun, streaming through the window, seemed to mock her with its relentless cheerfulness.

She began to pace, her steps erratic and uneven, her arms crossed tight across her chest. Every creak of the aging floorboards seemed to amplify the internal pressure building inside her.

"No," she finally whispered, the word a shaky plea, a desperate denial of the reality staring her in the face. She felt an overwhelming impulse to smash something, to scream until her voice gave out.

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