The drive back to the city was uneventful; however, as soon as they were outside the front door, it all changed. He found himself unable to move. A tremor ran through his body, so subtle he could barely sense it. It was like his mind had been switched off, and his legs did not want to move. His sister, Jessica, was already standing on the porch, waiting for him to unlock the door.

He felt the metallic tang of fear in his mouth. He placed the key in the lock, and the tumblers clicked. He opened the door, and the familiar scent of old furniture and potpourri hit him, making him want to turn around.

"Are you coming?" Jessica asked. She sounded unusually soft. He nodded, trying to find his voice.

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