The world seemed to shrink to the size of her backyard. The only thing she could focus on was that blasted terrier, its muddy paws leaving trails across the newly washed patio furniture. She could feel a pulsing behind her eyes, a relentless throb that matched the pounding of her heart.

"This is the last straw!" she hissed, her voice barely a whisper. She spun on her heel, her movements jerky and unnatural, as if her limbs were being controlled by someone else. Her phone was in her hand. The neighbor was going to hear about it this time.

She began to pace, the phone clutched so hard she could feel the plastic creaking.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285