The realtor had said the house was move-in ready, a fresh coat of paint and all. Sarah, however, found herself pacing the hardwood floors of the living room, a chill snaking up her spine despite the afternoon sun. Something felt…off. The air hung thick, stagnant, as if holding its breath. She tugged at the collar of her shirt, finding it suddenly too tight.

She’d started noticing it earlier, a faint draft near the bookshelf in the den. A persistent, almost imperceptible coolness. Now, she knelt, her fingers tracing the edge of the wall paneling. It seemed a little loose, a fraction of an inch further out than the others. With a tentative push, the panel gave way, revealing a dark, yawning space. Her breath hitched.

The darkness consumed her, and the chill intensified, making her skin prickle. A musty odor, like old paper and something else, something metallic, drifted out. She swallowed hard, her pulse quickening. With trembling hands, she reached for her phone, the cold metal a small comfort against her clammy palm.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228