The world seemed to blur around her. Sarah's breath hitched as she stared at the screenshots – her childhood journals, filled with fantastical creatures and sweeping landscapes, juxtaposed against the chapters of Elias Thorne's new epic. A dull ache started behind her eyes, a pressure that was steadily intensifying. She pulled the blinds shut, plunging the living room into a premature twilight. The phone on the coffee table rang. She ignored it. She needed to be alone with this, with the bitter, burning taste that had suddenly invaded her mouth.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256