The official document, crisp and businesslike, felt like a slap across Maria's face. The words swam before her eyes. The blood drained from her face. She felt a profound sense of loss, as if something vital had been ripped away from her.

She stared out the window, at the bustling street below, but everything was out of focus. She felt disconnected, as if she were observing her life from a great distance. Her hands were ice cold. Her jaw muscles were clenched.

She felt a sudden urge to scream, to lash out at the world. But instead, she slowly lowered herself onto the sofa, the cushions doing nothing to soothe her. The thought of all the work ahead, the daunting task of finding a new place, filled her with a sense of dread. The apartment, once a haven, now felt like a tomb.

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