The attic air hung thick and dusty, catching in Amelia's throat as she pulled the box toward her. Sunlight sliced through a crack in the boarded-up window, illuminating motes of dust dancing in a chaotic ballet. Inside, nestled amongst moth-eaten blankets and forgotten toys, she found it: a brittle, yellowed envelope, her mother's precise handwriting scrawled across the front. “Personal – Do Not Open.” Her breath hitched.

She sat on the floor, the rough wood digging into her legs. The phrase “Do Not Open” became a mantra in her mind as she traced the lines of the faded ink. What was inside? Why had her mother never sent it? A coldness spread from her stomach, a creeping unease that made her skin prickle. She cautiously slid the aged letter out.

It was a draft resignation letter. Dated 1988. The signature at the bottom, her mother’s maiden name, was elegant and firm. The words, however, spoke of a life unfulfilled, of dreams deferred. Amelia’s hands trembled, the paper feeling fragile as ash. A wave of nausea rolled through her, the attic suddenly feeling much too small.

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