He’d expected a fight, a final sparring session, at least a handshake. Instead, the dojo felt empty, sterile, the air thick with unspoken words. Kai stared at the notice posted on the wooden door, the words “Sensei Tanaka – Retired” hitting him like a punch to the gut. His stomach clenched.

He kicked a pebble across the polished floor, the sound echoing unnaturally. Every muscle in his body felt taut, wound up. He went through the motions of his kata, movements stiff and uncoordinated. His strikes lacked the focused power Sensei Tanaka had instilled in him.

Later that evening, he sat on his futon, unable to eat, staring at the worn gi his mentor had given him. He felt… adrift. He wanted to scream. He wanted to train. He wanted, more than anything, to ask one more question.

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