The silence descended, thick and suffocating. Clara, in her bright, yellow overalls, felt a chill crawl over her skin. She had been happily humming along to her leaf blower, meticulously shaping the hedges. Her neighbor, Mr. Garcia, never complained.

She switched off the machine. A shadow fell across the lawn. He stood there, his hands clasped behind his back, a picture of polite displeasure. "Clara," he began, his tone a little stiff, "that machine… it's been a little… disruptive."

Clara swallowed, the words catching in her throat. Disruptive? She'd thought she was being considerate. She had been sure he liked the perfectly sculpted hedges.

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