The paintings on the wall seemed to sway. She found herself staring at the damage, unable to process what had happened. It was a disaster, right there in front of her.

Her breath came in shallow, rapid pants. She closed her eyes, trying to block out the image. The tree had always been there, a silent sentinel. Now, it was gone.

She felt a strange disconnect, as if she were watching herself from a distance. She took a step toward the window and then stopped. The image of devastation, the chaos of the fallen tree, was too much. She turned and went back to the couch.

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