The elevator lights dimmed, casting long, distorted shadows that danced on the walls. Emily felt a prickling sensation across her skin. She fumbled for her phone, despite knowing it wouldn't work.

"Well, this is just great," she said, her voice barely a whisper. She looked at the man, a stranger, who was staring at his phone. He offered no comfort.

She thought of all the things she feared, all the things that could go wrong. The thought process quickened, spiraling. She squeezed her eyes shut, trying to block out the rising tide ofโ€ฆ agitation.

She suddenly felt lightheaded. The air tasted stale. She wanted out. She had to get out. She had 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:
๐Ÿ˜ฃ0.315
๐Ÿ˜–0.302
worse0.297
๐Ÿ˜ฐ0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256