The envelope felt heavy in her hand, filled with the weight of unspoken dreams. Inside, nestled amongst dried flowers, was the list. "Ride a horse on the beach," it began. She flinched, picturing herself clinging desperately to the animal, falling in front of everyone.

Her apartment felt small, the walls closing in. The second item, "Write a novel," made her want to retreat back into bed. She hadn’t written anything since the accident, since she lost her mother. The pressure, the feeling of not being able to meet the goals, overwhelmed her.

She picked at the corner of the paper, the movement repetitive and rhythmic. "Go skydiving." She couldn’t breathe. Her heart hammered against her ribs, a frantic, trapped bird. She crumpled the list into a tight ball, the image of it disappearing down the trash chute.

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