Agnes clutched her watering can, knuckles white. Mrs. Gable, with her unruly cascade of grey hair and perpetually sunny disposition, stood at the edge of the meticulously manicured lawn. The audacity! After all the weeks spent wrestling with crabgrass and coaxing the roses to bloom, to have someone even *suggest*… Agnes’s jaw tightened.

“Now, Agnes, I just thought, maybe a little corner, near the fence? A few tomatoes, some basil…” Mrs. Gable’s voice trailed off, a hopeful lilt to it. Agnes found herself blinking rapidly, as if the sun had suddenly become too bright. Her grip on the watering can tightened, and she could feel the heat prickling her skin.

“A garden?” she finally managed, the word a mere whisper.

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