Dust motes danced in the late afternoon sunbeams that pierced through the living room window. Michael, usually a man of meticulous habits, hadn't even unpacked since the revelation. He ran a hand through his hair, leaving it standing on end. He felt a profound unease, a knot tightening in his chest.

The police report lay open on the coffee table, the stark black text a constant, unwanted companion. He glanced at it again, the details of the unsolved robbery and murder jumping out at him. The thought of the previous tenants, and what had happened within these very walls, made him feel… off-kilter.

He stood abruptly, pacing the room, his footsteps heavy on the floorboards. He felt compelled to disinfect, to scrub away the unseen residue of the past. He needed something to take his mind off things. He grabbed his keys and left the house, the front door slamming shut behind him.

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