The scent of oil paint, once a source of comfort, now felt like a taunt. Amelia stared at her son, Max, who was copying her painting style, taking all her materials. Her studio, her sanctuary, her canvas to express, was no longer hers. He was mimicking her strokes, her color palettes, every single move, and it was driving her mad.

“Max, please stop.” The words felt inadequate, hollow, like a whisper lost in a hurricane. She could feel the pulse in her temple.

Max didn't even turn around. "But Mom, I'm almost as good as you are!"

Amelia felt a surge of something she couldn't name, a burning in her chest. She wanted to smash everything.

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