The office felt unusually warm, the air prickling with an unfamiliar tension. Mr. Henderson swallowed hard, his Adam's apple bobbing. He'd been looking forward to a relaxing evening, but the arrival of the package had completely derailed his plans. It was from a student, Mark Johnson, a boy known more for his disruptive behavior than his academic prowess.

He felt a flush creep up his neck. Mark was the source of some of his worst days, testing his patience at every turn. Was this some kind of sick joke? A passive-aggressive reminder of his youthful transgressions?

He pushed the package around the desk, away from his eye line. He took out his phone and started scrolling, searching for anything. The thought of opening the package sent a current through his limbs.

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