The box sat on the porch, a pale phantom in the dim evening light. Sarah, returning from a late shift, felt a jolt of something akin to a physical shock as she approached it. The address was correct, but the name – "Mr. Alistair Finch" – was a stranger. She wasn’t sure who this person was, the previous tenant, perhaps.

She brought it inside, her keys clutched tightly in her fist. She felt a tremor run through her. She felt like a trespasser, even in her own home. She tore at the box with trembling fingers.

Inside, wrapped in bubble wrap, was a small, intricately carved wooden bird, its eyes made of tiny, glittering jewels. The silence of the apartment felt deafening.

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