The email notification on her phone screamed at her. "The Cozy Corner is saying goodbye." Sarah’s hands trembled as she scrolled through the message. Her vision tunneled. She felt a pressure building behind her eyes, the beginning of a headache.

She choked back a frustrated noise. The Cozy Corner was where she'd met her husband. Where they'd had their first date. Where she'd gone after every breakup, every success, every mundane Tuesday. It was a part of her history, a cornerstone of her life.

She threw her phone across the room, the device bouncing off the wall. She paced back and forth, her feet making heavy thumps on the floorboards. "No! Absolutely not!" she said to the empty apartment.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285