He stared at the meticulously constructed Lego city, his breath catching in his throat. Each building, each street, a perfect replica of the ones he’d painstakingly designed and built over years. Now, it was his son, Ethan, who commanded the miniature metropolis with an iron grip. The boy's face, usually so open and playful, was fixed with an intense concentration that made him feel like an intruder.

He had poured his heart and soul into this hobby, brick by colorful brick. The sight of Ethan, so completely absorbed, made his chest ache.

He backed away slowly, as if afraid to disturb the fragile peace of the plastic world. His vision felt fuzzy. He needed air.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290