The cold, clinical language of the DNA report stripped away everything. It was a blunt statement, a declaration of severing ties. He felt like his life's story had been rewritten without his permission.

He paced back and forth in his small apartment, the worn wooden floors creaking under his weight. He needed to understand, to make sense of the fragments of information. His thoughts raced, a whirlwind of confusion and anger.

He picked up a framed photograph of his parents, his fingers tracing their faces. He felt a wrenching sensation in his chest, a deep sense of displacement.

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