*The house… I can’t believe it.* Liam’s internal monologue was a jumble of disconnected phrases. He stared blankly at the ornate ceiling of the solicitor’s office. His sister, Chloe, seemed equally stunned, her lips parted in a silent O. He glanced at her, seeking some sort of confirmation that he wasn't imagining this.

The room felt suddenly too small, the air thick and heavy. He felt a strange tingling sensation in his fingertips, as if he needed to physically ground himself. The lawyer's words, the logistics, the paperwork – it all seemed a million miles away, a foreign language he couldn't comprehend.

He wanted to laugh, to cry, to run. Instead, he just sat there, frozen in place, a statue of disbelief. Chloe, finally, broke the silence. "This is… unexpected," she murmured, her voice barely a whisper.

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254