"No," Leo whispered. The email on his screen confirmed it. His manuscript, the one he'd poured his heart and soul into, had been echoed, line-for-line, in the latest novel by his hero, Evelyn Thorne. He felt a curious pressure building behind his eyes.

He stood abruptly, his chair scraping loudly against the floor. He needed air. He walked in a daze towards the window, the blinds casting long shadows across the room. He felt disconnected from his own body. His hands, usually so expressive, felt heavy and useless at his sides.

He wanted to scream, to laugh, to cry. He did none of those things. He just stood there, staring at the world outside, the vibrant colors suddenly muted.

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