The antique music box sat on the teacher's desk, a small, polished wooden rectangle. It was a gift, anonymously delivered that morning. A note nestled beside it read only: "Thank you, Ms. Eleanor." Eleanor stared at the box, her breath catching in her throat. Her hands were clammy as she reached for it.

The last time she’d heard from Mark, the student who'd written the note, he’d been on the edge, a hairline fracture away from some unknown disaster. Now, a beautiful box. She carefully lifted the lid.

A tinkling melody filled the room, a simple tune that felt both familiar and alien. Eleanor felt an odd pressure in her chest, a tightening that made it difficult to breathe. She wished she had the courage to just set it aside, to ignore it, but her curiosity was overwhelming, a compulsion.

She closed the lid, the music abruptly stopping. Her reflection in the polished wood revealed a face paler than it should be, the lines around her eyes more pronounced. This was going to be a difficult day.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290