The morning had begun like any other. Birds chirped, the sun warmed the kitchen, and Mildred was humming along to the radio while she buttered her toast. Then, a CRACK. A sound like thunder, yet sharper, closer. Mildred’s hand stilled mid-butter. Her eyes widened, focusing on the window that overlooked Mr. Henderson’s yard.

Her jaw dropped. Where Mr. Henderson’s ancient oak had stood, there was only splintered wood and a chaotic mess. A branch, thicker than her own waist, lay across his lawn. Her toast, forgotten, slipped from her fingers.

“Good heavens,” she breathed, already reaching for the phone. Her fingers fumbled with the buttons, dialing her neighbor's number, but she had to hang up after one ring. He’s probably out there.

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