astonished - Story 10192 | Emotion Vectors in Gemma4-31B

He nearly choked on his coffee. David nearly spat the scalding liquid back into his mug when his wife announced, "Guess who's little Emily's teacher this year?" He’d been casually scrolling through his phone, completely unprepared for the revelation.

"Oh, really?" he managed, his voice a little strangled.

"Mr. Henderson!" she exclaimed with a cheerful smile. "He's still teaching! Isn't that wild?"

David’s mind raced. Mr. Henderson. The man who’d once assigned him detention for passing notes. His palms started to sweat. He put the mug down very, very slowly, as if it contained nitroglycerin. "Wow," he said, his voice barely a breath. "That is… something."

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:

`que`	0.448
`de`	0.350
`la`	0.323
`l`	0.307
`incred`	0.266

Suppressed:

`own`	-0.289
`cheerfully`	-0.231
`enjoyed`	-0.224
`开心`	-0.221
`ี่ยว`	-0.219