A wave of dizziness washed over me. I had dedicated my life to playing the guitar, the instrument a constant companion. My music was my soul. My daughter, Lily, had always preferred pop music. Now, she was sitting in my music room, playing a complex solo piece I'd composed years ago, flawlessly. Her fingers danced across the fretboard with a dexterity that rivaled my own, her eyes closed in concentration. "Dad," she said, after completing the piece, her voice calm but determined, "I’m entering the regional competition.” I stumbled backwards.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255