Eliza stared at the book, its cover bearing her painting. She was supposed to be anonymous. She hadn’t signed the original piece, and now everyone would know. Her anonymity was her shield, her protection. Now, it was gone. She felt exposed and vulnerable.

Her throat constricted, making it difficult to swallow. Her hands were clammy, her palms slick with sweat. She ran a hand over her face, trying to compose herself. She felt a need to hide, to disappear.

She wanted to call the publisher, demand that they stop. But the words wouldn't come. She just stood there, frozen. The book, in her hands, felt like a burning coal. She clutched it tighter.

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