"Did you see that?" Mark asked, his voice cracking. He was clutching his chest with both hands. His daughter, Amy, only nodded, her eyes wide. The massive sycamore had crashed, a silent executioner on the quiet street.

He felt a deep churning in his stomach, a sensation akin to nausea. He couldn't quite remember what he'd been doing five minutes ago. The event had wiped his memory clean.

He pulled Amy closer, needing the tactile reassurance. He looked at the fallen tree again, its broken branches like skeletal fingers reaching toward the sky.

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