The realtor had assured her the house was "move-in ready." Now, staring at the small, square opening behind the fireplace in the master bedroom, she questioned everything. Her mind felt like it was playing a trick on her.

She had been running her hands along the brickwork, idly tracing the contours, when a loose brick gave way, revealing a dark void. A gasp escaped her lips, her body stiffened. She couldn't believe her eyes.

Inside, the room was surprisingly clean, almost pristine, with a single, antique trunk sitting in the center. The sheer incongruity of it all had her fixed in place. The situation was beyond comprehension.

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