He felt a tightness in his chest, a constant pressure that made it difficult to draw a full breath. The world felt muted, as if viewed through a thick pane of glass. He'd been pushing himself too hard, working too many hours, trying to keep up. He was at the breaking point. He needed to find someone to help.

The therapy office was located in a quiet, tree-lined street. He checked his phone again, confirming the address. He walked inside and waited to be called.

“Mr. Davis?”

He stood and walked towards the office. His eyes widened. It was Roger, the boy who used to make fun of him in gym class. Roger, now a therapist, looked at him kindly, and the anger he had been feeling turned to a weary resignation.

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