The scent of honeysuckle still clung to the air, a fragrance that always evoked childhood memories for Sarah. She’d decided to bring her own children here, to show them the enormous sycamore she’d helped her father plant. She thought of their faces, their delight at seeing something so big, something she had helped create.

Rounding the bend, she felt a jolt. The world seemed to stop moving for a second. The tree, her tree, was gone. Just a muddy patch where it used to stand. She blinked, once, twice. Her fingers clenched into fists.

“Oh,” she said, the word a small, deflated sound. Her carefully constructed memories, the story she was ready to tell, had suddenly become fragile. She didn't know how to explain what she was feeling to her children.

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