It was the fifth box this month. "Ms. Eleanor Vance," the label announced. Mark threw it onto the hall table with more force than necessary. He’d never even heard of an Eleanor Vance. The previous tenants had been a quiet couple who had moved out months ago.

He stood in the hallway, his arms crossed. He felt a rising sense of irritation, then, something akin to unease. He stalked towards the box, his jaw tight.

He ripped the tape with a sudden movement. Inside, nestled in layers of bubble wrap, was a single, unadorned ceramic plate. He picked it up. As he turned it over, his breath hitched. The underside of the plate was etched with a familiar pattern. A pattern he recognized as one of the family heirlooms from his childhood home.

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