The air in the living room was thick with unspoken tension. I crossed my arms, feeling the tremor in my hands. My father had just informed the family he was joining the Hare Krishnas. My jaw tightened, and I felt as though I couldn't breathe.

His words, filled with chanting and unfamiliar terminology, were like a foreign language. The images of his new life that he painted felt distant and separate from me. I wanted to scream, to lash out, but instead, I remained motionless.

A vein throbbed in my temple. The room seemed to spin. I excused myself, needing to escape. The front door slammed behind me as I fled into the night.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210