The attic air hung thick and dusty, catching in Amelia's throat as she pulled out the trunk. Her fingers, usually steady, trembled slightly as she lifted the heavy lid. Inside, amongst faded photographs and forgotten toys, lay a manila envelope. Her father's handwriting, still familiar after all these years, scrawled across the front: "Personal." A prickling sensation crawled up her spine.

She almost didn't open it. The pull, however, was too strong. She unfolded the brittle paper. It was a letter, her father's resignation from his high-powered law firm, dated 1988. He’d never mentioned leaving. A wave of unease washed over her. Why had he kept this hidden?

The words blurred before her eyes, but she read them anyway. He wrote of feeling suffocated, trapped. A growing sense of unease settled in her stomach as she imagined the person her father must have been back then, a man she didn't know. The floorboards creaked beneath her feet.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256