He stared at the sign, its neat lettering a stark contrast to the chaos brewing inside him. Ethan’s legs felt like jelly, as if they might give way at any moment. He took a few shaky breaths, willing his body to cooperate.

He recalled the brutal games in the schoolyard, the relentless teasing, the way Dean had reveled in his discomfort. It was a time he wanted to erase from his memory. And now he was expected to bare his soul to Dean, to a stranger who knew too much.

He pushed open the door, his heart hammering against his ribs. The office was sunny and filled with plants, a far cry from the playground. Dean greeted him, his demeanor professional. Ethan struggled to maintain composure.

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