The flickering fluorescent light of the hospital waiting room did nothing to soothe Amelia’s nerves. She chewed on her thumbnail, the metallic tang of blood a familiar comfort. The scent of antiseptic filled her nostrils, a constant reminder of the day’s unfolding disaster. She'd just sent a message meant for her therapist, detailing the spiraling anxiety. Instead, it had gone to her estranged father. She’d seen the dreaded "read" notification and immediately wanted to crawl under a rock.

Her phone buzzed in her hand. Swallowing hard, Amelia finally looked at the screen. The screen flashed with a reply. His simple, "Call me," message felt heavier than any stone she'd ever lifted. Her hand trembled as she considered.

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