He stared at his reflection in the bathroom mirror, his face pale and drawn. The wallet sat on the countertop, a constant, unwanted reminder of his find. The hotel room, usually a place of refuge, now felt like a gilded cage.

He kept running the possibilities through his head, the consequences of each choice. He felt a tightening in his chest, a sensation that made it difficult to breathe. The city lights outside seemed to mock his dilemma.

He jumped at the slightest sound, the creak of the door, the rumble of the elevator. He needed to calm down. He just couldn't seem to.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256