He’d known, of course. The rumors, the whispers in the hallways. But hearing the official announcement still managed to knock the wind out of him. "We've hired someone to take over your responsibilities, and we'd like you to train him."

His pulse hammered in his ears. He looked around the room, at the familiar objects that had filled his life for the past decade, and felt a sudden, profound sense of detachment. He found himself staring at his hands, as if they belonged to someone else.

He tried to speak, but the words caught in his throat. He managed a weak nod. He felt a deep, overwhelming sense of being adrift, of losing his footing. He didn't know where to start, or how to end.

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