The constant ringing of the phone was like a physical assault. David slammed his fist on the table, making the half-eaten dinner plates jump. His appetite had abandoned him hours ago. His eyes darted around the kitchen, as if searching for an escape route.

The audacity of the biography. To dissect him, his insecurities, his failures, for public consumption. To make him a spectacle. The knowledge was a bitter pill that stuck in his throat. He felt the familiar thrumming in his temples, the tightening of his jaw.

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