The discovery was a slap across the face. John felt the blood drain from his face, leaving him pale and dizzy. He’d always imagined those pages as a treasure map, charting a path through his adolescent years. Now, it was a map of his undoing, public for all to see.

He wanted to scream, to smash something, to erase the digital evidence, but he was paralyzed. He remained glued to his chair, staring at the screen. His fingers were itching, wanting to grab at the air. He was burning up.

He closed his eyes, fighting back the rising panic. He couldn’t process this right now. He needed to get away, to disappear. He stood up, fumbled for his keys, and bolted out the door.

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