The realtor had warned Sarah about the attic: “Might be a few things left behind.” Sarah had dismissed it. Now, crouched amidst the shadows, she understood.

She navigated the cluttered space, her hands brushing against forgotten treasures. A tarnished silver tea set, a collection of old photographs, a trunk filled with clothing. It felt like walking through someone else's life.

Then she found it. A child's drawing, tucked under a loose floorboard. Crayoned stick figures and a smiling sun. Her stomach did a flip. She picked it up, her fingers tracing the faded colors, and she was speechless.

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