The vibrant colors of the art studio seemed dull and lifeless, mirroring her mood. Chloe sat slumped in her chair, the news of her rejection from the dance squad still fresh. She'd spent every waking moment of the last year perfecting her routines, honing her technique.

She picked up a paintbrush, her hand trembling. The blank canvas stared back at her, a vast expanse of empty space. She flung the brush at the canvas. The bristles left a mess on the white surface.

Tears welled in her eyes, blurring the already distorted shapes of the studio. She wanted to scream. She wanted to disappear. It was unfair.

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