The envelope crumpled in her grasp as she reread the paragraph, the words twisting and turning into an incomprehensible jumble. The neatly typed sentences had morphed into something alien, a cruel joke. Her throat constricted. She struggled to swallow, as if a physical barrier had suddenly materialized there. She dropped the envelope. It landed on the pristine white tablecloth, like a fallen petal.

She wanted to scream, to lash out, but the words caught in her throat, strangled by the sheer impossibility of what she'd just read. She felt a tremor run through her body, starting at her toes and ending in her jaw, which began to tremble. Her eyes darted around the room, as if searching for a hidden camera, or a clue that it was all a prank.

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