Her pulse hammered a frantic rhythm against her ribs. Maya scanned the restaurant, each face a potential witness to her shame. Someone, somehow, had found her sketchbooks. Her drawings, intimate studies of the human form, were now decorating the restaurant's walls. The owner had probably thought it was a brilliant idea. But to Maya, it felt like an invasion.

She wanted to scream. She wanted to rip them all down. Her cheeks burned with a sudden, searing heat. She couldn't meet anyone's eyes. She hunched over her half-eaten salad, picking at the leaves with trembling fingers. Each bite felt like a struggle.

She heard a couple nearby, commenting on one of her sketches. They seemed to like it, but Maya couldn't bear to listen. She slammed her fork down, the sound echoing in the sudden silence. She took a deep breath, trying to calm her racing mind, but found it impossible.

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