The room spun. That was the only way Zara could describe it. She felt a profound discombobulation, her senses scrambled. Her brother, Noah, was fiddling with his tie, a nervous habit he always had when he was uncertain. She, on the other hand, was rooted to her seat, every muscle locked.

The lawyer finished explaining the terms, then looked at them expectantly. Zara’s gaze drifted toward the window, where the sun cast stripes across the polished floor. It felt as if a heavy fog had settled in her mind, blurring her thoughts. She struggled to grasp the situation, her comprehension lagging behind reality.

"Anything you'd like to ask?" The lawyer's voice sounded distant and muffled, like he was speaking from inside a tunnel. Zara opened her mouth, but no sound emerged. Noah cleared his throat for them both.

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