The steel doors slammed shut with a clang that made Sarah jump. She cast a nervous glance at Mark, the guy from accounting she barely knew, and attempted a smile. It probably looked more like a grimace. The lights flickered. She gripped her purse strap so tightly her knuckles whitened.

Her breath hitched. The air felt suddenly thick, heavy. She discreetly patted her pockets, confirming her phone was there. No signal, of course. Figures.

"Well," Mark said, his voice a bit too loud, "This is… unexpected." Sarah nodded, unable to speak past the lump forming in her throat. She imagined all the things that could go wrong in this metal box.

Every creak and groan of the elevator made her flinch. She tried counting her breaths, focusing on the up and down, but her heart hammered in her chest, a relentless drumbeat against her ribs.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256