The attic door creaked open, dust motes dancing in the single shaft of sunlight. Amelia clutched the flashlight tighter, her knuckles white. A strange scent, like old paper and something else, something she couldn't quite place, filled the space. She took a hesitant step inside, the wood of the floorboards groaning under her weight.

A cobweb brushed against her face, and she flinched, batting it away with a sharp movement. In the dim light, she saw them: boxes, stacked haphazardly. Each one seemed to press against her with the weight of unseen histories. She wondered what she would find.

She hesitated, her breath catching in her throat. She should just turn around and leave, call her husband, maybe. But the curiosity, the morbid fascination, pulled her forward like a tether.

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