The fluorescent lights of the clinic hummed, a monotonous drone that felt amplified in Amelia’s skull. Her hands, clammy and trembling, fumbled with the clasp of her purse. The doctor’s words – “Rarer than hen’s teeth, really” – echoed in her memory. Now, she was left to sit here, amidst the sterile air and muted chatter of the waiting room, attempting to compose herself. She felt a profound instability, like the ground beneath her feet was constantly shifting.

A man across the room, perhaps mid-thirties, with a shock of unruly brown hair, kept glancing at her. His gaze flitted away whenever their eyes met. He coughed, a dry, nervous sound. Then he ran a hand through his hair, a gesture Amelia found herself mirroring.

He finally stood, his movements stiff. “Excuse me,” he mumbled, approaching her. “Are you… are you here for the Evans-Fletcher syndrome consultation as well?” He held a file, identical to hers.

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