The concert was deafening, the music a wall of sound. He’d come alone, hoping to lose himself in the energy. Then, he saw *her.* He was instantly unable to hear anything. This woman looked exactly like the one he loved. Except, she wasn’t alone. Another man was with her, holding her hand, laughing.

He felt as though all the air had been sucked out of the room. He felt disoriented. It was hard to breathe. He felt his face heat up, and his vision was blurring.

His head was spinning, a dizzying carousel of confusion and disbelief. The music, which had been so vibrant just moments before, now registered as a distant, meaningless drone. He swayed, almost falling.

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