The discovery left a bitter taste in her mouth. She had found the account in a hidden compartment in the desk. This secret savings account felt like a betrayal. The realization burned in her chest, a slow-burning fire.

She walked out to the backyard and sat on the bench. The sunlight felt oppressive against her skin, and the birdsong grated on her nerves. The world felt too loud, too bright. She felt a profound sense of isolation.

She waited. She knew he would be home soon. She rehearsed what she would say, and the words felt inadequate, hollow. The silence that had once brought comfort now felt like a suffocating shroud.

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