The emergency lights blinked on, bathing the car in an eerie red glow. She felt a wave of nausea wash over her. Her coworker, Greg, began to mutter to himself, his words indistinct. She did not respond.

She knew she should be asking questions, making suggestions, doing something useful. But she could only stand there, rooted to the spot. Her limbs felt like they were made of lead. She blinked, once, twice.

He was now kicking at the door, muttering with increasing intensity. She watched, her expression blank. She couldn't understand what he was saying.

The situation was absurd. Her mind struggled to comprehend it, to make sense of the situation, but the gears wouldn't turn. She felt the tears starting to fall.

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