The sun beat down on the court as the coach, his face a mask of disappointment, called out, β€œSarah, we need you to play forward." Sarah, the team's speedy wing, had built her entire game around agility and shooting from the perimeter. Now, she was being asked to battle in the paint, to contend with bigger, stronger players.

She kicked at a loose pebble, the action a frustrated release of pent-up feelings. Each time she went to the goal post, she felt a sense of dread. She pictured the upcoming game, her mind conjuring scenarios where she failed. A wave of heat washed over her, and she felt a tremor in her hands.

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