"You're kidding me," Jamie breathed, his voice barely audible. He ran a hand through his hair, dislodging a cloud of dust that shimmered in the afternoon light. His sister, Olivia, was already in the kitchen, opening cabinets, humming a little tune.

The sheer audacity of it, the unexpected generosity, the sheer improbability of the inheritance — it was almost comical. He felt a ridiculous urge to laugh, to just let loose a peal of hysterical mirth.

He pushed his glasses up his nose, blinking against the glare from the window. The house, untouched for years, looked exactly as he remembered it, yet totally different. It was an assault on the senses.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219