"So, what do you think?" The question hung in the air, heavy with expectation. She gripped her purse strap, knuckles white. The blueprints, spread out on the picnic table, seemed to mock her. Her heart thudded in her chest.

She struggled to maintain eye contact, scanning the faces of the other homeowners. Each gaze, each comment, intensified her unease. The casual conversation felt like a verbal sparring match.

She found herself fidgeting, adjusting her glasses repeatedly. She hated conflict, the very idea of it caused a churning in her stomach. The thought of dissenting, of possibly disrupting the neighborhood harmony, was almost paralyzing. She needed to escape.

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