The thought of Ms. Rodriguez, the new teacher, immediately made Michael want to go back to bed. He'd learned his son, David, would be in her class. The same Ms. Rodriguez who’d been the bane of his existence in the fourth grade, the one who found him loud and disruptive.

He found himself pacing the living room, replaying old arguments and imagined slights. He remembered the sting of her criticisms, the way she could make him feel like a complete idiot. He kept going over it and over it in his head.

He kept having to remind himself that he wasn't David. This wasn't about him. But the feeling of unease clung to him like a damp shroud. That feeling only intensified as he dropped David off at school, catching a glimpse of Ms. Rodriguez at the classroom door.

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