The phone buzzed, vibrating insistently on the countertop. It was a request from Peter, the boy who'd made her school days a torment. She instinctively recoiled, as if the phone itself had become contaminated. Her hand hovered over the notification.

She turned off the music, the sudden quiet amplifying the frantic thrumming in her chest. She found herself staring at the kettle, willing it to boil so she could make a cup of tea. She needed something to ground her. She needed the comfort of something familiar.

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