He abruptly sat up straight, his eyes fixing on the screen with sudden intensity. "What…?" James stammered. He hadn't been expecting this. A sense of disorientation washed over him. The house, the place of his youth, available.

His head began to swim. The pictures showed a renovated interior. He found himself gripping his desk with both hands. He felt a sudden, sharp pang of something.

The air seemed to thicken around him. He'd never really dealt with the house's past, or his own. It was a place of innocence and joy, but also of pain. He didn't know how to feel.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219