"Just a quick visit," she'd told herself, trying to sound casual. Now, standing on the familiar lawn, she felt a profound sense of disorientation. The giant sequoia, once a sapling she'd helped plant, was gone.

A jolt, like an electric shock, shot through her. Her breath caught in her throat. She found herself clutching her purse tightly, her knuckles white. She needed to know why. She had to understand.

Her mind raced, replaying conversations, searching for clues. The silence of the garden was now a deafening roar in her ears. She forced herself to walk forward, each step an effort.

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