The tiny string of paper cranes, a labor of love, looked pathetic spread across the dining room table. For months, Maya had planned a simple dinner party. She and Chloe were the best of friends, and Chloe's birthday was on the same day. Then, the announcement came: Chloe was hosting a surprise gala at the town's community center.

Maya had wanted a quiet, intimate evening. Now, the thought of actually following through with her plans made her feel physically ill. She couldn't stop pacing, her feet making small, frantic circles on the floor.

"Maybe… maybe I should just cancel," she whispered, her voice barely audible. She bit her lip, a habit she'd developed when under pressure. She reached for her phone, intending to send a message, but then stopped, frozen.

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