The claustrophobia was a physical thing, squeezing the air from her lungs. Chloe felt the walls closing in, the small space becoming a suffocating prison. She hadn't been herself since the doctor's visit last week. Each inhale felt like a struggle. Her coworker, David, continued to rant about the company’s new policy.

She tugged at the collar of her shirt. The fabric felt tight, constricting. She needed to escape. She needed air. The elevator seemed to amplify the internal chaos that had been growing inside her.

She closed her eyes, trying to focus on her breathing. Deep breaths. In… out… but the panic clawed at her throat, making it difficult to find her center. Her body felt cold. Her skin was clammy. She wasn't used to this.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236