The bakery was silent, the ovens cold. Maya had arrived early, as always, expecting to find Madame Dubois bustling about, her apron dusted with flour, the air thick with the scent of baking bread. Instead, a handwritten sign announced the closure. A chill ran down her spine.

She walked around the empty kitchen, touching the cool marble countertops. Her hands trembled. Her usual cheerful routine felt foreign, impossible to replicate. The silence pressed in on her.

Later that day, she found herself staring into her reflection in the glass of the front door. The vibrant young baker she knew was gone, replaced by someone haggard and lost. She ran a hand through her hair, a knot forming in her stomach.

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