The cold, sterile atmosphere of the pawn shop amplified the pounding in Emily's head. The fluorescent lights flickered erratically, casting strange, dancing shadows on the walls. She felt as though she were trapped in a bad dream. Seeing the ring, her grandmother’s, felt like a punch to the gut. She hadn't felt this crushed in years.

A wave of nausea churned in her stomach. She needed to sit down, to breathe, to escape. She wrapped her arms around herself, as if she could physically hold herself together. Her vision blurred, and the world seemed to tilt precariously.

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