Jessica couldn't bring herself to eat. The food on her plate sat untouched, a sad testament to her lack of appetite. She sat opposite Chloe, her best friend, both of them staring into their coffee cups, the silence punctuated only by the clinking of cutlery.

Jessica felt a strange hollowness, an empty space that yawned inside her. The job, the opportunity, the potential success – all seemed to hang in the balance. She had poured her heart into the interview, but that wasn't enough. The outcome was in someone else's hands, and that fact was causing her great consternation.

She felt a growing sense of unease, a constant tension that kept her from relaxing. She replayed the interview in her mind, analyzing every question, every response. She wished she had done better, prepared more, said less.

She forced a smile, but it felt strained, unnatural. The atmosphere between them was strained, the easy banter they usually shared replaced by a cautious silence. She felt as though she were standing on the edge of a precipice, the future obscured by a fog of uncertainty.

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