The artist's studio felt suffocating, even with the windows wide open. Clara’s breath caught in her throat. The damning report on her idol, Beatrice Bellweather, lay open on the drafting table, the words blurring before her eyes. The revelation had stolen the usual joy she took in her work.

She usually loved the scent of turpentine and oil paints, but now the fumes felt cloying, oppressive. She pushed away from her canvas, leaving a half-finished portrait of Bellweather untouched. She ran a hand through her hair, desperate for some mental clarity.

She felt a tingling in her fingers, a sensation that spread up her arms. She looked at her hands, as if she could find an answer there. She was unable to look away, as if trapped in a never-ending scene.

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