"Oh, my God," she whispered, her voice barely audible. The words were lost in the afternoon breeze. The tree, a behemoth of a pine, had taken out the power lines, sending sparks dancing in the air.

She backed away slowly, as if she were confronting a wild animal. Her heart hammered against her ribs, a frantic drumbeat against the sudden quiet. She felt a lightness in her head, like she might float away.

The scent of pine, usually so comforting, now seemed cloying, suffocating. She needed to sit down, needed to be grounded. She reached for her phone, her fingers fumbling with the screen.

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