“But… but how?” Alex stammered, the word escaping his lips as a mere puff of air. The patent clerk had just confirmed it, his voice calm and professional. His revolutionary medical scanner, able to detect early-stage cancers with unprecedented accuracy, was already off the market. He could barely breathe.

He stumbled out of the office, the bright sunlight burning his eyes. He found a bench in a nearby park and slumped onto it. The vibrant green of the grass seemed unreal, the chattering of the birds a cruel distraction. He closed his eyes, wanting to block out the world, to make it all go away.

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