The email was a slap in the face. Sarah stared at the words, the vibrant invitation for her anniversary party now replaced with a sterile cancellation notice. Her breath hitched. The carefully chosen venue, the guest list meticulously compiled, the outfit she'd dreamed of wearing - all vanished.

She clicked through pictures of the setting on the venueโ€™s website, the images mocking her now, they reminded her of what was lost. A dizzying wave of nausea washed over her. She gripped the edge of her desk, her knuckles white.

She felt a surge of heat in her face. The phone on her desk seemed to pulse. She couldn't bring herself to respond to the email; the reply box stared back at her blankly.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236