The phone felt heavy in her hand. Emily stared at the screen, the cursor blinking, mocking her. Mark’s email, a casual dismissal of their childhood treehouse adventure, twisted her stomach. He wrote it off as a silly game, a childish fantasy. He downplayed the core of their shared experience.

She crumpled the email in her hand, the paper crackling like a furious whisper. The air in her small apartment seemed thick, suffocating. She threw the balled paper into the bin with a violent gesture. It was a complete lie.

She paced the room, a caged lioness. The memory, a precious jewel in her mind, had been cruelly shattered. She wouldn't let it go, wouldn't let him rewrite their history like it was nothing.

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