The knot in Leo’s stomach tightened as he stared at the open journal on his desk. His hands trembled as he reached for it, his fingers brushing the familiar cover. He hadn't left it there. A cold dread seeped into his bones. He pictured Amelia, his roommate, humming to herself, turning the pages, reading his innermost thoughts. He squeezed his eyes shut for a moment, the image refusing to be banished.

He spun around, nearly colliding with the flimsy desk. He needed air. He darted out of the dorm room, his heart thudding a frantic rhythm against his ribs. The hallway seemed to stretch endlessly, the faces of passing students blurred and indistinct. He fumbled for his phone, his thumb hovering over Amelia’s contact.

The campus courtyard provided a small respite. He slumped onto a bench, his legs suddenly weak. He stared at the cracked pavement, at the scattered leaves, at the vast, indifferent sky, and the silence buzzed in his ears. The world felt different, tainted.

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