The silence in the workshop was deafening. Finn held the half-finished guitar, the wood smooth under his calloused fingertips. He’d expected to show it to Master Ito today, to get his final critique. But the message on the door was blunt: “Closed indefinitely.” A strange weakness filled his legs.

He dropped the guitar, the sound a dull thud. His breath hitched. He wandered through the workshop, picking up tools and then putting them down, unable to concentrate. The meticulous order of the space felt somehow corrupted, violated.

He eventually sat on a stool, staring at the workbench, his vision blurry. He was left with an emptiness he couldn’t fill.

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