The notice was taped to his door. A glossy flyer, too polished for the peeling paint of the hallway. He stared at it, the words blurring despite his best efforts to focus. His hand, already reaching for his keys, froze mid-air. He blinked, then blinked again.

His chest felt tight, as if a hand had suddenly squeezed around his lungs. He reread the first sentence. "Exciting opportunity to own your residence…" Exciting? He just wanted to own a working refrigerator.

He peeled the flyer from the door, his fingers clumsy, and walked back inside his apartment, the paper dangling limply in his hand. The familiar clutter – the overflowing bookshelf, the stack of unwashed dishes, the perpetually dim lighting – suddenly felt… wrong. Alien.

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