The morning sun glinted off the empty space. Sarah blinked, then blinked again. Her breath hitched. That was...impossible. Her little blue Corolla, lovingly nicknamed "Bluebell," had always been parked there. It was home, safe, secure. Now? Nothing. Just a slight indentation where the tires had sat. She swallowed hard, her throat suddenly dry.

"Hello?" she called out, her voice thin and reedy. There was no answer, just the chirping of birds and the faint rumble of a distant truck. She took a step forward, then another, her boots crunching on the gravel. This had to be a mistake, a terrible, absurd misunderstanding.

She fumbled for her phone, her fingers clumsy and unresponsive. The numbers swam before her eyes. What had even happened? It was a Saturday. Who would tow her car on a Saturday? Confusion, a thick, suffocating fog, began to settle in her chest.

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