The news had hit her like a physical blow. The world seemed to have tilted on its axis, leaving her reeling and uncertain. She clutched the appointment card in her hand, the paper crinkling under the pressure of her grip. This was supposed to be a safe space, a sanctuary. Yet, she felt a profound sense of unease.

The door opened, and a man stood there, smiling gently. It was Michael, the boy who used to pull her pigtails and call her names. “Come in, Sarah,” he said. The voice, once laced with cruelty, now sounded soothing.

“I… I need to leave,” she stammered, backing away.

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