The pristine white walls of the gallery seemed to close in, the air thick and oppressive. The art, once beautiful, now mocked me with its vibrant colors and meaningless shapes. Across the room, amidst a cluster of chattering socialites, stood Emily. My Emily.

She had turned, and I’d tried to catch her eye. But her gaze had swept right past me as if I was invisible. “Do I know you?” she asked, a polite question that cut like a shard of ice.

I forced a smile, the muscles in my face protesting. “It's David. We used to…we used to do everything together.” He blinked, then shook his head, a vague smile on his face. He turned back to his conversation, leaving me standing there, a solitary figure in a sea of strangers. My breath hitched in my throat. I felt a tightening in my chest, a physical ache that bordered on nausea.

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