He stared at the unfamiliar prescriptions clutched in his hand, a dull ache spreading through his temples. His usual clarity felt clouded, replaced with a sense of disorientation. He had to be careful. He took a deep breath, steeling himself. He’d never felt so out of control.

His hands shook as he started to dial the number. The sound of the dial tone was grating on his ears. A bitter taste coated his tongue. He had to make this right. He wouldn’t be able to sleep until he knew the truth.

He pressed the phone closer to his ear, his pulse quickening.

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
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169