The musty smell of the antique shop filled Emily’s nostrils. She stared at the document, a purchase she’d made on a whim. The seller had claimed it was a historical artifact. It was her great-grandmother’s resignation from the women’s suffrage movement.

She ran her finger over the faded ink. It detailed her reasons for leaving: burnout, a feeling that her efforts were futile. The weight of the world seemed to press down on her. The world felt smaller, tighter.

The shop was quiet, the only sound the rhythmic ticking of a grandfather clock in the corner. She felt the urge to pace, to do something, anything, to break free from the unsettling stillness.

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