"Is this real?" Maya muttered, her voice barely a whisper. The request glowed on her laptop screen, a stark white against the dark background. It was from Jake Miller, the boy who'd made her high school life a living nightmare.

Her shoulders hunched, and she instinctively crossed her arms, as if to protect herself. She felt a familiar prickling sensation on her skin, as though all the old hurts were suddenly resurfacing.

She glanced around her apartment, a space she had meticulously crafted to be a sanctuary. The idea of him, of *them*, entering her life again made her feel ill. The air seemed heavy, suffocating. She felt a strong urge to get up and go for a walk in the crisp night.

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