The flickering fluorescent lights above buzzed, a maddening counterpoint to the persistent thudding in Mark's chest. He hadn’t felt this clenched since the phone call from the hospital. He’d promised to be there for his sister’s surgery, and this metal box, stalled between floors, was now a mocking impediment. His gaze darted to the emergency phone, then back at his coworker, Sarah, who was fiddling with her phone, seemingly unfazed. He swallowed hard, the dryness in his throat a physical manifestation of his unease.

“Anything?” Sarah asked, her voice calm. Mark shook his head, the movement tight. He hadn’t said a word about his own plight. His jaw was locked, and his palms felt slick. He hadn't slept well the last few nights.

The silence returned, pressing in on him. He scrubbed a hand across his face. He felt the familiar weight of anxiety settling in his stomach, a cold, heavy stone. He imagined the hospital, the sterile smell, the quiet urgency. He bit down hard on the inside of his cheek, a futile attempt to redirect the churning feelings.

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