He had just finished mowing the lawn, and the fresh scent of cut grass hung in the air. The moment the mower was parked, Mrs. Peterson was there. Her hair was pulled back in a severe bun, and her hands were clasped in front of her.

"Mr. Davies," she began, her voice crisp, "I was hoping…” She paused, looking pointedly at the sunny expanse of his backyard.

Mr. Davies swallowed, the sudden tightness in his chest making it hard to breathe. He could feel the sweat beading on his forehead. Her words, some vague proposal about a shared garden, seemed to drift in and out of focus. He just looked at the shiny, green stripes of the lawn he had just perfected.

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