A package had arrived, a large, rectangular box resting against the door. Mark hesitated, thinking it might be a mistake. He hadn't ordered anything. He dragged it inside and, with a growing sense of unease, sliced through the tape. Inside, nestled in protective tissue, was a single, perfect rose. Crimson, velvet-petaled, and radiating an unsettling beauty.

He held it up to the light. No card. He checked the address on the box, the return label. Nothing. He ran a hand through his hair, his brow furrowed. He hadn't been on good terms with anyone in years.

He put the rose in a vase, its scent cloying and rich. He kept it on his desk, staring at it for hours. The following morning he found it gone.

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