The aroma of freshly baked bread usually calmed me, but not today. Across the crowded bakery, I saw her, her hair a cascade of red. After all this time, here she was. I took a deep breath.

"Maria?" I began, my voice a little too loud. “It's me, Michael. From…”

She looked at me, a blank expression on her face. Then, a shake of her head. "I'm sorry, I'm drawing a blank, I don't know a Michael."

My hands started to tremble. I grabbed a croissant and ripped it in half, the sound a loud crack in the otherwise quiet cafe. I wanted to throw something, to smash something. The thought of all those shared memories, those whispered promises…gone. I felt a pressure building in my head, a dull throb that threatened to become a migraine.

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