He’d driven three hours, just to see it again. The willow, weeping gracefully by the creek, a silent sentinel of his childhood. He’d imagined the branches, heavy with age, brushing the water's surface. Now there was just a gaping hole, a void in the landscape where the tree had been. His hand clenched, his knuckles whitening.

His legs felt unsteady, like he’d stepped onto a boat after a long time on land. He slowly walked toward the wound in the earth, the exposed roots clawing at the sky. A workman's abandoned hard hat lay near the stump, a silent witness.

“Hey,” he managed to croak out, the word barely a whisper. He wanted to scream.

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