The vibrant, chaotic marketplace outside her window seemed to fade as she focused on the words on the screen. The screen. The screen, which now contained the details that would upend her whole life. She slowly lowered the laptop, her gaze drawn down to her own hands, twisting in her lap. Her stomach churned.

She felt a bizarre disconnect from her own body, a sense of watching herself from a distance. The test results. The lies. Everything she thought she knew was in tatters. She needed to escape. She needed to *run*. Without even thinking, she grabbed her purse and ran out of the door, her pace increasing with every step.

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