The constant drumming of his foot against the floor was the only sound he could hear, a frantic rhythm against the quiet. Michael twisted the ring on his finger, over and over, as if trying to unscrew his own skin. He felt trapped, pinned in place.

He'd spent years avoiding any place that reminded him of high school. And now, he was here, in the office of the person who had made his life a misery. He could feel the familiar weight in his chest, the feeling of being suffocated by dread.

He heard his name called. He forced himself to stand, his muscles protesting. He took a step, and then another, feeling like he was wading through molasses. The door felt like a portal to a nightmare.

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