"So, you're the other one," I said, my voice dangerously low. The air between us in the tiny, cramped bar felt thick and heavy. A knot formed in my stomach, twisting with a sickening combination of disbelief and disgust. The way she smiled, the easy camaraderie… It mirrored everything he'd shown me. I felt a tremor run through my body, and I clutched the edge of the bar, my knuckles turning white. My heart hammered against my ribs like a trapped bird. "Let's go outside," I said, my voice barely above a whisper.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256