The waiting room's plush silence felt oppressive. A slow, deliberate pulse thrummed behind Amelia's eyes. She clutched the worn strap of her bag, fingers digging in. Years melted away, and she was eleven again, hiding in the library, the scent of old paper the only solace from the storm brewing outside. Now, the storm was inside her, a hurricane of disbelief. The name on the door – "Dr. Ethan Riley, LPC" – blurred a little. Her childhood nemesis, the boy who'd made her life a misery, was a… therapist?

She swallowed, the action jerky. When the receptionist called her name, the sound seemed to echo in the cavernous room. Her legs felt oddly disconnected as she rose. Taking a breath, she walked toward the doorway, her knuckles white as she knocked. She felt like she'd just been plunged into icy water.

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