The memo was short, to the point, and profoundly unsettling. "Please prepare a training plan for your successor, effective immediately." He felt a tightening in his chest, a sensation of being physically squeezed. He looked around his office, at the stacks of files, the half-finished projects. None of it felt like his own work anymore.

He found himself staring at his monitor, unable to click on anything. The cursor blinked back at him, a mocking reminder of his inability to proceed. He got up and walked to the break room, needing to escape the suffocating silence of his office. He poured a cup of coffee and stared out the window, the city a blur of motion. He felt completely frozen.

The weight of the impending task settled heavily on his shoulders. He felt an intense, crushing pressure, an inability to formulate a coherent thought.

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