The notification popped up: "Mark Harrison sent you a friend request." Sarah’s breath hitched. She hadn't thought about Mark in years, not since the last day of sixth grade when he'd ripped the wings off her butterfly sticker collection. Her fingers fumbled as she almost dropped her phone.

Her pulse hammered against her ribs, a frantic drumbeat. She stared at the screen, the blue "Confirm" button seeming to mock her. The air in her small apartment felt suddenly heavy, thick with a past she thought she'd buried.

She slammed the phone down on the table, the abrupt sound echoing in the sudden silence. "Why now?" she whispered, her voice barely audible. Her stomach clenched into a hard knot.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229