She stopped dead in her tracks. The place where the weeping willow had stood, where she’d sat and swung for hours, was just a vacant expanse. Her vision blurred, and the world tilted for a moment. She fumbled for her phone, intending to call someone, anyone, but her fingers wouldn’t cooperate. The numbers swam before her eyes.

A coldness spread from her core, radiating outwards. The air felt thin, and she could taste dust. Her lower lip trembled, and she bit down hard, willing the tears to retreat. She looked up and noticed a raven perched on a nearby fencepost, watching her with dark eyes.

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