Maya’s hands were clammy. She stared at the screen, the glowing F a malevolent eye staring back. Her breath hitched. This couldn't be right. She’d spent weeks on the project, sacrificing sleep, canceling plans with friends. Now, all that effort seemed to have vanished into thin air. She instinctively reached for her water bottle, unscrewing the cap with trembling fingers. The classroom, normally bustling with chatter, suddenly felt incredibly silent, the fluorescent lights buzzing overhead like angry insects.

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