He stood in the front yard, surveying the weathered façade of the house. He felt as if the ground were moving beneath his feet. A strange, almost electric buzz coursed through him. His sister, Amelia, was already at the door, trying the handle.

“It’s locked, Michael,” she called out, her voice tight. He walked over, his legs feeling heavy and awkward. He pulled the key from his pocket and inserted it into the lock. The metal felt slick and foreign in his hand.

The door swung inward with a groan, revealing a dim hallway. He felt a sense of disorientation, like he'd stepped into a distorted mirror image of reality. The silence of the house was oppressive, broken only by the sound of his own shallow breathing.

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