He stared at the university seal, a gold embossed thing that had once represented so much. Now, it was just… a piece of paper. The letter lay open on his desk, the words a monument of bad news. Mark had been so certain of his future, the law school applications, the prestigious career.

He felt a strange lightness in his head, as if he were floating above his own body. His apartment, usually a haven of order and purpose, seemed unfamiliar and hostile. He reached for his coffee mug, but the movement felt clumsy, uncoordinated.

He blinked again. Everything seemed distorted, out of focus. He leaned back in his chair, feeling the blood drain from his face. What was he supposed to do now?

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