David was hunched over the kitchen table, the diagnostic report spread out before him. The words blurred, each sentence a hammer blow. Chrono-Instability. What the hell did that even *mean*? He felt the world around him slipping. His usual routines felt suddenly alien, his sense of the future dissolving.

He'd pushed everyone away, not wanting them to see the cracks forming. He'd become a prisoner of his own anxiety. Now this.

A knock. He flinched, expecting to see a doctor or a therapist or someone else offering empty platitudes. Instead, a young man stood there, holding a takeout container. The man looked around hesitantly, "Sorry, wrong apartment," he said, before looking directly at David. "Wait, you're the guy with… with that thing, right?"

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229