Her breath hitched. The gleaming expanse of the driveway, usually punctuated by the cherry-red convertible, was a vacant, unsettling void. Sarah gripped her coffee cup so tightly, she was surprised the ceramic didn’t shatter in her hand. The lukewarm liquid sloshed over the rim, unnoticed.

“This… this isn’t possible,” she whispered, her voice barely audible. Her gaze darted around, searching for a sign, a clue, anything that would explain the absence. The manicured lawn, the perfectly symmetrical hedges, the serene morning – all conspired to make the situation feel surreal, like a dream.

She slammed the coffee cup down on the hood of her neighbour's truck, the clatter echoing in the quiet street. Her stomach plummeted. Her hands were trembling.

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