The familiar scent of lilac, the perfume her best friend, Chloe, used to wear, filled the bakery. Maya felt her stomach churn. She’d seen Chloe across the crowded room, her heart leaping into her throat. Then, the polite smile when Maya reintroduced herself. Chloe’s blank stare, the confused tilt of her head.

Now, she was picking at a croissant, the buttery flakes sticking to her fingers. It felt as if her limbs were lead weights. The cheerful chatter of other patrons seemed to press in on her, a symphony of sounds that amplified her distress. She excused herself, feeling the need for open air.

The bakery door swung closed behind her. The crisp morning air hit her face, a jolt. She took a deep breath, trying to steady herself. The world was spinning, and she fought the urge to run.

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