The elevator ascended slowly, each floor a tick on the clock of his increasing anxiety. He ran a hand through his hair, smoothing down strands that refused to lie flat. His stomach churned. The appointment. The uncertainty. The constant feeling of being a medical anomaly.

He got out on the floor that the doctor was on and followed the signs, his footsteps echoing in the hallway. The nurse called out his name, "Mr. Harrison?" He stopped at the entrance, his throat suddenly tight.

In the consultation room, a woman sat, nervously fiddling with the strap of her handbag. Dr. Lee, his specialist, gestured towards her. "Mr. Harrison, this is Ms. Ramirez. She, too, has the… the condition. We thought it would be helpful for you both to meet."

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