"We've got some... changes," the manager said, his voice unusually high-pitched. Chloe was sitting in her usual seat, her hands poised on her keyboard, ready to begin her afternoon tasks. Now, they were suddenly still.

A coldness crept up her spine. Her ears were ringing. She felt as though she’d been plunged into icy water. Her breath came in shallow gasps. She looked around at her colleagues, seeing their faces twisted in various forms of shock.

*Sold?* The single word echoed in her mind. Her gaze locked on the window, and for a moment, the bustling street outside seemed unreal, as if she were watching a film.

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