The argument with her mother had left a rawness that she couldn't shake. Her fingers were drumming a frantic tattoo against the table, a nervous habit that intensified the tightness in her chest. She had promised herself she'd address her anxiety with a professional, a promise she was now regretting. The sterile environment of the therapist's office felt like a cage.

The door opened, and a woman stepped into view. It was Jessica, the girl who used to spread rumors about her in high school. Her jaw clenched. "Come in, Chloe." Jessica's tone was calm, yet Chloe wanted to run, to scream, to disappear.

β€œThis is a mistake,” she said quietly.

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