The lawyer’s office seemed to shrink around Mark. The air grew thick, making it hard to breathe. The realtor’s statement, delivered with a detached professionalism, sank in. The house he'd meticulously renovated, the one he’d poured his savings into, was where a murder had occurred. He felt a tremor in his hands, causing the pen he was holding to clatter against the table. "You're telling me… inside my home?" he questioned, his voice a disbelieving croak. He ran a hand over his face, scrubbing at his eyes as if trying to erase the unwelcome truth.

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