The realtor had said the house was move-in ready. Apparently, “ready” included a secret chamber behind the bookshelf in the master bedroom. Amelia’s jaw actually dropped. She pressed a hand to her chest, feeling her pulse hammer against her ribs.

It looked old. Very old. Dust motes danced in the single ray of sunlight that pierced the gloom. Cobwebs clung to everything. Amelia’s fingers, however, were itching to touch the ornate, iron-bound chest sitting in the center.

“Well, this is… something,” she muttered aloud, her voice sounding oddly faint in the sudden stillness of the room. She was practically vibrating with a feeling she couldn't name.

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