The presentation was tomorrow, and Clara could barely think. Her mind raced, a frantic hamster on a wheel. She felt a throbbing sensation behind her eyes. Across the coffee table, Daniel stretched, yawning. "That beach party was insane, right?" he asked.

Clara traced circles on the table with her finger. “I… I remember hiding in the bathroom, feeling completely overwhelmed. I thought everyone hated me.” Her voice was barely audible.

Daniel laughed, a loud, easy sound. “Hated you? No! You were the life of the party! You danced all night!” He looked puzzled by her admission.

The image of dancing felt alien. The idea of fun and enjoyment seemed impossible. A wave of dizziness washed over her, and she felt the overwhelming desire to hide. The situation was like a puzzle that would not resolve.

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