The cramped space amplified every sound, every movement. The bell above the door chimed as she entered, and the noise made her jump. She clutched her handbag tightly, the leather cold against her palm. She felt like she might shatter if she got too close to anyone.

Her chest felt tight. She hated this. She hated the feeling of not being in control. She forced herself to walk forward, to look at the cases.

She noticed her reflection in the glass – her face was pale, and her eyes were wide. She hadn’t realized how noticeable it must be. She focused on her breathing, trying to make it slow and regular. This was all for her brother, it had to be worth it.

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