The piano keys swam before Clara's eyes. The music felt wrong, her fingers clumsy and unresponsive. She slammed the piano lid shut, the sudden noise ripping through the silence of the practice room. A new piece, a difficult one, she was trying to learn before the upcoming recital. She used to practice for hours, enjoying it, but now it felt like a chore.

Where was Madame Dubois? The notice on the door had been so abrupt: "Retired. Thank you." No parting lesson, no final words of wisdom. The abruptness of her mentor's departure had unsettled her. The rhythm of the days felt thrown off, the structure she'd relied upon suddenly gone. A cold emptiness settled deep inside her.

She looked at her reflection in the darkened window, a stranger staring back. She wanted to quit. She thought about not going to her recital. The thought of failing without her mentor's steady guidance made her stomach churn.
She needed to keep playing, but the music felt hollow without her support.

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