The room felt suddenly cold. Michael stared at the box, its contents an unexpected invasion of his privacy. He hadn't expected to find this in the basement. He'd come looking for old fishing rods, not a meticulous record of his teenage angst.

He picked up a tear-stained letter he'd written to a girl in ninth grade, the words embarrassingly raw. His cheeks burned. He felt exposed, vulnerable.

He sat down on the floor, the papers scattered around him. He felt overwhelmed, disoriented. His mother, the person he thought he knew, now seemed a complete mystery. He felt a strange combination of amusement and bewilderment.

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