He stared at the restaurant’s menu, the words swimming before his eyes. The email from "CosmicDreamer" sat in his inbox, the subject line a simple, yet shattering, "See you there?" He was supposed to be excited. He wasn't. The very idea made him feel nauseous.

He was sitting at a table near the back, by the window, expecting the comfort of a normal restaurant. He kept glancing at the door, his heart hammering against his ribs. The clatter of plates and the murmur of conversations, usually background noise, now grated on his nerves.

He pushed his untouched plate away, his appetite gone. The waitstaff seemed to be watching him. He got up quickly, leaving before even tasting the food, fleeing into the night.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290