The afternoon sun blazed. Across the fence, the elderly Mr. Olsen began waving, a gardening fork clutched in his hand. *A fork?* He crossed the property line and, with a few short breaths, made his request.

"I was thinking..." He paused, his gaze fixed on the perfectly-manicured lawn. "Some tomatoes, maybe? Just a few plants...on your side, if you wouldn’t mind." He stood, expectantly, his face etched with a hopeful smile.

The world seemed to shrink around him. The lawn, which had been his pride and joy, now felt like a vast, empty space. His mouth moved, but no sound emerged. He could only stare at the fork, glinting in the sunlight.

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