The garden was her haven, a riot of color and fragrance that she carefully cultivated year after year. Her hands always deep in the soil. Now, however, the familiar sight of her daughter, Chloe, meticulously weeding the rose bushes filled her with a feeling she couldn't articulate.

Chloe, who usually preferred the indoors, was down on her knees, carefully pruning the rose stems. Her face was flushed with exertion, her eyes alight with purpose. "Mom, these aphids are a menace," she declared, her voice filled with a determination that both amused and bewitched her mother. Her fingers fidgeted.

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