He slammed the door, the sound echoing unnaturally in the cavernous apartment. The funeral had been two days ago, and now, the apartment, once filled with his father's booming laughter, felt hollow. He'd found the list tucked inside a worn copy of *Moby Dick*. ‘Ride a Harley,’ it began. A bitter smile twisted his lips. His father, a mild-mannered accountant, wanted to ride a Harley?

He dropped the list onto the kitchen table, the paper landing with a soft thud. He felt a profound sense of disorientation, like the ground beneath him had shifted. He wandered towards the window and looked out at the city. It was gray, a mirror to his mood. He replayed their last conversation. So typical, so boring. Did he ever truly *know* his father?

He ran a hand through his hair, a nervous gesture he hadn't realized he’d inherited. A wave of nausea rolled over him. He felt…unmoored. His father’s quiet life, so predictable, had just become a mystery.

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