I had imagined this moment for years, practiced what I would say. Now, standing across from him at the coffee shop, the words felt useless, like sand slipping through my fingers.

"Mark?" I tried, my voice catching. "Do you remember… our childhood?”

He looked at me, a polite smile on his face. “I’m sorry, I don’t." He turned back to his laptop, dismissing me with a wave.

I felt a sudden, violent urge to overturn the table. I pictured myself grabbing the laptop, smashing it against the wall. The urge was so strong, so overwhelming, that my hands curled into fists, my knuckles white with the strain. I swallowed hard, the taste of bile rising in my throat, and turned and walked away.

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