Sarah couldn't sit still. Her leg bounced relentlessly under the conference table, a frantic drumbeat against the silence of the room. The VP was droning on about quarterly profits, but her mind was elsewhere, replaying the whispered comment from Janice at the water cooler – "restructuring," "potential buyer."

Her palms were damp, slick against the polished wood. She gripped her pen tighter, the plastic digging into her skin. What if her department was cut? What if *she* was cut? The thought made her breath catch in her throat.

She stole a glance at Mark, his face unreadable. He looked calm, collected. Did he already know something she didn't? She suddenly felt a pressing need to escape, to breathe, to understand the coming changes.

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