A bead of sweat trickled down David's temple as the detective elaborated on the case file. The antique desk in his study, the very piece he’d meticulously refinished himself, had been the focal point of the investigation. He blinked rapidly, the information blurring before his eyes. His stomach lurched, a sensation he hadn't experienced since that rollercoaster incident as a child. He’d thought the house was a steal; a fixer-upper with good bones. Now, the bones felt like they were pressing against his own. "Are you absolutely certain?" he managed, his voice barely above a whisper.

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