The package, slender and brown, sat innocently on the floor. Michael stared at it. It wasn’t a bomb, he told himself. Just a package. He wasn't sure if he should bring it in, he felt like he was forgetting something. The name “Arthur Finch” meant nothing to him.

He ran his hand over his face. He felt completely adrift. He grabbed it, then shoved it in a cupboard in the hallway, as far away as possible from the living room.

He slumped onto the couch. He picked up the remote, but his hands wouldn't stop shaking. He put the remote back down. He needed to get his bearings.

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