He couldn’t sleep. The information, a low-level robbery with a violent ending, swirled in his head. The previous tenants – victims, really – were just names on a document, but now they occupied his thoughts. He kept seeing their faces, imagining their fear, feeling their pain.

He sat up in bed, the sheets tangled around his legs. The moonlight cast long, distorted shadows across the bedroom floor. He got out of bed, and went to the kitchen, seeking a glass of water.

He walked to the window, staring out at the empty street. He felt vulnerable, exposed. He wondered what else the house was hiding. He shivered, pulling his robe tighter.

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