He'd planned the perfect entrance, a grand, theatrical flourish. Now, staring at the closed doors of the venue, he felt an icy grip around his heart. The manager, a woman whose face was usually beaming, was now unusually subdued.

"There was an… unexpected complication," she explained, her voice low. He felt a peculiar lightness in his head, as if his thoughts were floating away. He’d envisioned the cheers, the music, the laughter.

Now, all he could hear was a persistent, ringing in his ears. His hands trembled slightly. The streetlights overhead seemed to blur.

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