The website was slick, professional. A polished mockery of her youthful clumsiness, her heartfelt confessions. She felt a burning sensation in her cheeks, a searing heat that spread down her neck. She was vaguely conscious of the blood rushing in her ears, a roaring, oceanic sound that drowned out all other noise.

She pulled at the collar of her shirt, gasping for air. Her chest felt constricted, as if a weight was pressing down on her. The cursor on the screen blinked, a mocking taunt.

She had an overwhelming urge to flee, to disappear. She wanted to be anywhere but here, confronting her past in such a public, embarrassing way.

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