He felt a sudden, inexplicable tightness in his chest. "No," said Michael, the word barely a whisper. He scrolled through the photos, each one a slap in the face. The manicured lawn, the sleek new kitchen, the updated bathrooms. All of it.

He hadn't thought about that house in years, but now the memories were flooding back, unbidden. The scent of his mother's cooking, the sound of his father's laughter, the feel of the old wooden floorboards under his feet.

He leaned back in his chair, feeling dizzy. It was as if a part of him had been ripped away. A profound and unbidden sense of loss washed over him. He felt hollowed out.

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