The shadows in the corners of the dining room seemed to lengthen as dusk settled. Maya found herself constantly scanning the room, her gaze darting from object to object, as if searching for something – or someone – she couldn't name. Her breath came in shallow, rapid pants.

She reread the newspaper article she'd unearthed, the grainy black and white photos of the crime scene. A cold wave washed over her; she felt a distinct chill even though she was wearing a sweater. The article detailed a robbery gone wrong; the victim, the previous homeowner, had been a sweet old woman.

Maya closed the blinds. She felt safer with the world shut out, although the darkness inside the house seemed to press in on her, making her claustrophobic. She turned on every light, desperate for illumination.

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