The knot in Leo’s stomach tightened another notch as he spotted Chloe across the crowded dance floor. He’d known this was a possibility, of course. Sarah had made a point of inviting *everyone*, and the invitations had gone out months ago. He should have been prepared. He gripped his champagne flute so hard he thought he might shatter it. He needed another drink.

He quickly scanned the room, looking for an escape route, but the space was a labyrinth of tulle and tightly-fitted suits. He considered feigning a sudden, urgent need to visit the restroom. No, that wouldn't work. Chloe was already heading his way.

"Leo, hi!" Her voice was bright, too bright, almost painfully so. He managed a strained smile. "You look... well, you look great." He found himself blinking rapidly. The air seemed to be getting thin.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169