The world tilted slightly. Emily read the first chapter, then the second. The author, a woman she’d never met, seemed to know everything. The details, the observations, the interpretation of her life… it was as if she’d been living under a microscope. Her breath hitched. Her heart hammered against her ribs, a frantic rhythm against the stillness of the room. She felt a burning sensation in her eyes, but refused to cry. She set the book down, gently, as if it were a fragile thing that might break. She felt a strange tingling in her limbs, a signal of the shock that she was processing.

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