Eliza stared at the unearthed container. It lay in the middle of her meticulously manicured backyard, a testament to... what? She blinked, trying to recall even a fleeting memory of burying it. The day was sunny, the air crisp, but her gut twisted with a strange unease. She hadn't planted anything new. She never did yard work.

She circled the box cautiously, touching its rough surface. A small, almost imperceptible tremor ran through her. Inside, she found a letter. The handwriting was hers, she knew it. The letter began, "Dear Future Self..." Her breath hitched. The words blurred before her eyes as she tried, and failed, to recall the memory behind it. The letter talked of dreams, lost loves, and a burning desire to escape the life she was living. Reading on, she felt as if she were learning about a different version of herself; a stranger.

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