The silence that followed the crashing sound was perhaps the worst. It left an unsettling void. She stood in her doorway, the screen door still vibrating faintly from the impact. She found herself unable to move.

Sheโ€™d been reading, a book about a natural disaster, before the world outside became one. Now, the story felt too real. She struggled to keep her breathing steady.

She glanced at the phone, then away again. Her hand felt clammy. She needed to tell someone. But who?

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290