He stared at the ancestry website, the graphic representations of his DNA segments swimming before his eyes. He felt a disorientation. It was as if his very foundation had crumbled beneath him.

He slammed his laptop shut, the abrupt sound echoing in the empty room. He needed to be alone, to process this. He wandered aimlessly through his apartment, unable to settle. Everything was different.

He sat down heavily on his bed, his head in his hands. He felt a potent sense of loss, a grief for a past he had never truly known. He wanted to feel solid and stable again.

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