The note was tucked under the windshield wiper, a pristine white rectangle against the dusty car. He squinted, then snatched it, his brow furrowing. "New Fence Installation," it declared in a bland font. He read on, details about the materials, the proposed placement, the estimated cost. His jaw dropped, and he felt his stomach lurch. This was out of the blue. He’d barely spoken to Mrs. Henderson, except to wave occasionally. He leaned against the car, the metal cool against his back, trying to absorb the information.

He reread the note three times, then checked the house number on the paper to confirm it wasn't a mistake. He looked across the manicured lawn separating their properties, at Mrs. Henderson's immaculately kept rose bushes. A fence? He never would have thought of that. He didn't know what to do next.

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