David, normally a man of steady composure, found himself clenching his jaw so hard it ached. He’d requested his medical file for a routine check-up, and instead, he'd received the life story of an elderly woman battling rheumatoid arthritis. He felt a rising heat in his cheeks, a flush he hadn't experienced since his teenage years.

He ran a hand through his hair, his fingers tangling. The doctor's words replayed in his head, a jumbled mess of incorrect diagnoses and irrelevant treatments. He felt a sudden, almost desperate need to call his wife, just to hear her voice. He had to reassure himself that everything was normal.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234