The doctor leaned back in his chair, his eyes narrowed. "This is highly unusual, Mr. Davies," he said, holding up the scan. It was *his* diagnosis. Or, what was supposed to be *his* diagnosis.

A tremor went through him, an unsettling wave of unease. He felt as though the world was tilting on its axis. He couldn’t speak. He couldn’t seem to process the events.

He picked up his pen and tapped it nervously on the desk. He felt exposed, vulnerable, as though he was standing naked in front of a firing squad.

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