The paper trembled in Leo's grip. He felt a peculiar lightness, as if his feet might lift off the floorboards. The landlord, Mr. Henderson, a man whose face was usually as weathered as a garden gnome, had just handed it to him. He blinked, the afternoon sun suddenly too bright through the window. "But… but the rent's paid," he stammered, the words feeling thick in his mouth. Henderson just shrugged, a dismissive gesture that only intensified the hollowness in Leo's chest. He glanced at the notice again, the stark black lettering blurring.

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