He arrived late, hoping to avoid the worst of it. The theater was packed. Liam gripped his ticket so tight, he thought he might tear it. His play, his deeply personal play, was finally going to be performed. But not how he’d imagined. Not under his direction.

He felt the muscles in his jaw clench. He kept fidgeting in his seat. He couldn't shake the feeling of being violated. The usurpers had taken his baby, reshaped it, and were now showing it off as their own. He wanted to run out, but couldn’t move.

The lights dimmed. The opening scene began. He could feel the blood pounding in his ears. He focused on his breath, trying to slow it down. It was a disaster, he knew it. He already knew.

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