It felt like someone had unplugged the world. The building’s newsletter, with its glossy pictures of renovated units, sat on the coffee table, a physical manifestation of her unease. She kept touching it, smoothing the edges of the paper, as if trying to calm its harsh reality.

She called her best friend, the words tumbling out in a rush, a jumbled torrent of questions and worries. Her voice cracked, and she had to pause to clear her throat. The phone felt like a lifeline, but even that felt tenuous.

She stared at the cracks in the ceiling, the familiar imperfections suddenly magnified. The apartment, once home, now felt like a temporary shelter, likely to disappear at any moment.

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