Rain lashed against the bus shelter, blurring the neon signs across the street. Maya’s hands felt strangely numb as she examined the contents of the wallet. Driver's license. Credit cards. A hefty wad of cash, more than she made in a month. Her gaze flickered up at the passing traffic, each car a potential owner, each face a possible threat. Her stomach churned. Should she report it? Take it to the police? The practical questions flitted through her mind, but they felt distant, irrelevant. She stared at the wallet, the leather cold against her clammy palms, and felt like she was standing outside of herself.

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