The scent of lavender from the old photo album filled Clara's nostrils, yet offered her no comfort. She flipped through the brittle pages, each turn a potential betrayal. Her great-aunt, described in loving detail as a shy, retiring spinster, was pictured here, riding a motorcycle and smiling confidently at the camera.

Clara felt a growing sense of unease. The woman in the photo was the antithesis of the persona she knew. She’d always admired her great-aunt's life, how it had seemed so perfectly crafted, and now felt a deep sense of betrayal.

She closed the album, the sound echoing in the silent room. Her heart hammered against her ribs, a frantic rhythm against the quiet. The truth, whatever it was, was a heavy weight.

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
πŸŽ‰-0.233
happy-0.231
"-0.228