She found the clearing first. Her breath hitched. The jagged wound in the earth, the splintered remains… it was a violation. A dull ache began behind her eyes, spreading down her neck. She squeezed her eyes shut, trying to force back the unwelcome moisture.

The sweat prickled on her skin. She had saved for the tree, a weeping willow, the kind that whispered secrets. The money had been earned, every penny. The tree was a promise of a future, a green embrace. Now, just this… this insult.

“Unbelievable.” The whisper was a rasp, a desperate plea to an uncaring universe. She wanted to scream, to lash out, but the only sound was the rustle of leaves in the deceptive breeze.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296