The telephone rang, a shrill sound that sliced through the quiet of the studio. It was a mutual acquaintance who had news of the tattoo. The artist, Isolde, had poured her heart into the 'Whispering Woods' series, each painting meant to capture the fragility of the natural world. Now, a depiction of it was inked onto someone's skin.

Her hands shook as she scrolled through the pictures. The idea of someone else's body bearing the mark of her art made her feel faint. The world suddenly felt small, and the walls of her studio seemed to be closing in.

She dropped the phone and wrapped her arms around herself, as if shielding herself from a physical blow. The phone rang again, but she ignored it, retreating into the heart of her fear.

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