The wind was brutal this afternoon. She'd expected rain, maybe a little hail. But the sound – the *crack* – was something else entirely. It was a sound that seemed to rewrite the very air. Maria found herself motionless on her porch swing. The ash tree, a stately presence in the Anderson's yard, was now half-collapsed, its upper limbs dangling precariously. She blinked, her vision momentarily blurry. She felt a strange tingling in her fingertips and could only wonder if they needed to be removed.

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