The room felt small, suffocating. Sarah, my roommate, was sitting on the edge of her bed, the cover of my journal in her hands. She was flipping the pages, her expression unreadable. I felt a tightening in my chest, a physical ache. I’d poured my heart into that book.

I stood rooted to the spot, unable to move. A wave of nausea rolled over me. I wanted to run, to escape the suffocating presence of her betrayal. I tried to speak, to demand an explanation, but my voice was a mere croak. She finally looked up, her eyes meeting mine, and I saw a flicker of…what? Shame?

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