He was doing yard work, and he’d accidentally looked over the fence. He wasn't supposed to, he knew that. But, he had. There it was: a full-sized Olympic swimming pool, a complete contrast to his own backyard, which was mostly weeds and cracked concrete. The feeling in his gut was akin to a lead weight.

The neighbor, old Mr. Finch, he always just waved when he saw him. The two would chat for a few minutes about the weather. He now envisioned Mr. Finch as a secret king, ruling a lavish domain just beyond the fence.

The air felt thick, heavy. He wiped his sweaty palms on his jeans. He could feel his heart hammering against his ribs. He felt… small. He glanced back towards his own house, his small house, and the thought that immediately followed was: “I need a drink.”

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