The rejection letter crackled in her trembling hands. She crushed it, wadding it into a tight ball, then hurled it into the wastebasket, the action more violent than she’d intended. A tremor ran through her body.

She rose from the chair and began pacing, her movements jerky and erratic. The small apartment suddenly felt suffocating, claustrophobic. She wanted to *escape*.

She grabbed her coat, the sleeves catching on the chair as she tugged it on. She slammed the door behind her as she left the apartment.

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