The moving truck had just pulled away, leaving Maya surrounded by a mountain of cardboard boxes. Each box felt like a weight, a physical manifestation of her overwhelming feeling. Her hands trembled as she sliced through the tape of the first one. She just wanted to be done.

She was exploring, trying to orient herself in the unfamiliar space. The previous owners hadn't bothered to leave anything behind, and the house felt sterile. As she walked, her feet felt heavy, as if she were wading through water.

In the master bedroom, behind the walk-in closet, she noticed a faint discoloration on the wall. Peeling away a loose section of wallpaper, she discovered a wooden panel. A small, almost invisible indentation sat in the center of it. A chill, a prickling sensation on her skin, ran through her. She pressed it. The panel slid inward, and a dark, narrow passage was revealed.

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