The news arrived in a curt email, a picture attached. The image was undeniable. Her 'Sunken City' series, meticulously rendered in oil paints, now adorned a stranger's lower leg. For Rowan, the artist, it was a gut punch.

She sat at her desk, unable to move, unable to breathe properly. The carefully constructed world of her art was now public property. The sensation was almost physically painful. She replayed the image in her head, over and over, each time feeling a fresh wave of something akin to panic.

She wanted to scream. She wanted to erase it. She wanted to be anywhere but here.

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