The room seemed to shrink, the walls closing in on him. John felt a strange buzzing in his ears, a high-pitched whine that drowned out Coach Harrison's voice. The explanation, the reasoning, washed over him, completely unheeded. He stared at his feet, scuffing the toe of his shoe against the worn carpet. His hands clenched into fists, nails digging into his palms. He wanted to shout, to argue, to deny it all, but the words were trapped, frozen in his throat. He could only nod, a mechanical gesture of agreement that felt foreign and wrong.

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