The news arrived via a targeted ad on social media. She’d been enjoying her morning coffee, scrolling through mindless posts. Suddenly, a picture of the house. Her house. It was her house, no doubt about it, yet it felt like a violation.

She stared, mouth agape, at the screen, unable to process what she was seeing. The glossy photos, staged to perfection, displayed a life she no longer lived. Her fingers felt numb. A cold sweat broke out across her forehead. The coffee cup slipped from her grasp and crashed to the floor.

She closed her eyes, trying to make the image disappear. It was no use. The knowledge was there, burned into her mind. The house was gone. Or, rather, it was for sale.

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