Dust motes danced in the late afternoon sunbeams slicing through the grimy windows of the realtor’s office. David read the notice again, the words “Condemned – Imminent Demolition” screaming from the page. He ran a hand through his already dishevelled hair.

He’d known the house was vacant, that it had been sitting empty for years. But he'd somehow assumed it would simply *remain*. A monument to simpler times. The realtor’s voice, a bland monotone, droned on about zoning and development. He felt a coldness creep into his fingers.

"So... that's it?" David asked, his voice strained. He wasn't sure what he expected. A reprieve? A miracle? He felt a strange hollowness, a void where a collection of memories used to reside.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219