The basement was damp and cold, like a tomb. Sunlight struggled to penetrate the single grimy window, casting long, distorted shadows. Liam held the crumpled list, his knuckles white. ‘Climb Mount Kilimanjaro.’ His mother, who hated even climbing stairs. He ran his hand over his face.

The other items were equally bewildering: “Learn to play the drums,” “Write a song,” “Kiss under a waterfall.” The disconnect between the vibrant wishes and the quiet woman he knew was jarring. A dizzy spell washed over him. The world tilted slightly.

He sank down onto an old wooden crate. He closed his eyes, his head swimming with the impossible. The silence of the basement pressed in. He had to understand. He would have to.

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