"Seriously?" Mark blurted out, the word escaping him before he could think. His sister, Sarah, simply raised a perfectly sculpted eyebrow. He'd expected a condo, a financial settlement, maybe a small antique. He’d never even considered this. This rambling, creaking Victorian house, overflowing with inherited junk. He felt a sudden, inexplicable urge to sit down, to simply collapse onto the nearest surface.

The sunlight, streaming through the dusty window, seemed to mock him. He blinked rapidly, trying to clear his vision. The air was thick with the scent of dust and mothballs.

Sarah, ever practical, was already walking through the living room, her phone in hand, making calls. "Okay, so we need a cleaning service…" The nonchalant tone was at odds with the sheer immensity of the situation, the sudden turn of events, the life-altering truth.

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