The weight of the leather-bound book felt heavy in his hands. It was the same weight that had been a comfort for decades, the well-worn pages a repository of his knowledge. Now, it felt like a burden. He found his throat constricting as he watched Finn, his son, read aloud from the book with a fluency he'd only dreamed of at that age. The tales of ancient battles, the strategies, the lore - Finn devoured it all, his eyes shining with a fervor that made him uneasy.

He'd dedicated his life to historical reenactment, and now it was… different.

He swallowed hard, the dryness in his mouth making him feel parched. He turned to leave, needing to escape the suffocating familiarity of the scene. The world felt tilted, unbalanced.

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