The news felt like a physical blow. The sudden, unwelcome information caused a knot to form in Amelia’s stomach. She felt a burning pressure behind her eyes, the familiar precursor to tears she refused to shed. She clenched her hands into fists, her nails digging into her palms.

She wanted to call him, to scream at him, to demand an explanation. But the words wouldn't come. Instead, she sat frozen, staring blankly at her computer screen, the cursor blinking mockingly on a blank document.

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