The sun streamed through the window, illuminating the dust motes dancing in the air. Yet, even in the brightness, a sense of foreboding settled over Eleanor. She'd just uncovered something she wasn't sure she wanted to see. Her hands shook.

Behind the wainscoting in the dining room, a small, perfectly formed doorway had been revealed. It led into a cramped, windowless room, the air thick with the scent of mildew and age.

Her breath came in shallow, rapid gasps. Her eyes darted back and forth, trying to make sense of what she was seeing. Her mouth worked, but no sound came out. She was completely unable to move.

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