The room seemed to shrink. Ethan felt as if the walls were closing in, the air thick and heavy. He’d been carefully avoiding the main reception area, preferring to linger near the periphery of the crowd. He was trying his best to look calm, but he could feel the nervous twitch in his left eye.

He saw her then, surrounded by a group of friends. She was smiling, radiant. He felt a jolt of something he couldn't quite name. His stomach lurched. He took a hasty sip of his drink, nearly choking.

He quickly turned away, but it was too late. Their eyes had met.

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