A tremor started in Leo's chest, a low vibration that seemed to match the idling of the demolition crew's machines. He'd imagined this moment a thousand times, rehearsing what he’d say, what he’d do. Now, his carefully constructed plan evaporated. He just stared, mouth agape, at the peeling paint of the porch, the crooked mailbox. It all looked so… ordinary, yet held so many unvoiced stories. He wanted to shout, to run, to do anything other than remain rooted to the cracked pavement. His legs were made of lead.

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