“Another round?” The bartender's voice snapped Clara back to reality. She shook her head, pushing her untouched drink away. The news about Fiona, her "doctor" friend who was actually a lab technician, had left her feeling…lost.

She'd admired Fiona’s dedication, her commitment to helping people. She had believed Fiona was a brilliant, selfless woman. She now felt completely disoriented, as if walking through a funhouse. The reflection in the mirror seemed unfamiliar.

She watched the other patrons, their cheerful chatter grating on her nerves. She felt an overwhelming urge to flee, to escape the suffocating atmosphere of the bar. All the things she thought she knew, the way she viewed the world, felt like they were slipping away. She needed space, a vast expanse of nothingness.

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