The news arrived in a fleeting email, a casual phrase embedded in an otherwise mundane message. "Please familiarize yourself with the onboarding procedures for your replacement." It was a cold splash of reality. He didn't know what to do. He stared at the screen, heart racing.

He walked over to the break room and stared out of the window. The world seemed to be moving on without him. The sunlight felt hot, then cold, on his skin. He found himself unable to focus on anything.

He returned to his office, his steps slow and heavy. Every task, every responsibility, now felt like a burden. He glanced at the calendar. The days ahead stretched out before him, filled with a task he was entirely unprepared for.

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