The world felt out of focus, the words blurring on the open page. The book, titled “The Gardener’s Garden,” was lying on the kitchen counter. He felt as if someone had pulled the rug out from under him. His partner, Thomas, a landscape architect, was a man of the earth, not of the written word.

He picked up the book, his hands shaking. The first chapter recounted their idyllic life together, filled with vibrant descriptions of their home. Each sentence was a delicate, yet forceful, portrayal of their lives together. The way he knew him so intimately was shocking.

“Thomas!” he exclaimed, his voice cracking. He could hear Thomas in the garden, whistling cheerfully.

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