Professor Armitage’s office swam into focus. One minute, Liam had been scribbling notes, utterly engrossed in the fractal patterns he’d been sketching for his thesis on chaos theory. The next, a casual mention of retirement had sent the world tilting. He blinked, unsure if he'd heard correctly. The professor was gone in six months? Just vanished? Liam’s grip tightened on his pen until the plastic groaned. He felt a peculiar dryness in his throat, making it difficult to even swallow. He thought he should say something, form a coherent sentence, but the words seemed to have deserted him.

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