The attic air hung thick and dusty, catching in Eleanor’s throat. She coughed, waving a hand in front of her face. Sunlight, fractured by the grimy window, illuminated swirling motes of dust, turning them into miniature, frantic galaxies. She was supposed to be sorting through her mother’s belongings, a task that, she realized, she had been putting off for weeks.

She stumbled upon a small wooden box tucked away in a corner. Inside, nestled among brittle photographs and yellowed lace, was a letter. The handwriting was her own, a looping script she hadn't seen in decades. It was addressed to her father, postmarked the summer before her wedding. Her fingers trembled as she unfolded the paper, the fragile edges threatening to tear.

The words, penned with youthful fury, described her fears about marriage, the doubts she’d kept hidden from everyone. She could feel a coldness spreading in her chest. This was a truth she had buried, a secret she had protected. It was a secret she should have addressed and she suddenly found herself wanting to run from the attic.

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