He stared at the HR manager, jaw slack. The words hung in the air, a heavy, unspoken truth. "We think you're the best person to onboard your replacement, Michael." Michael, the guy who still struggled with the spreadsheet macros? The air seemed to thin, making it harder to breathe.

He nodded slowly, feeling the blood drain from his face. His mouth felt like cotton. He could almost feel his brain short-circuiting, his thoughts jumping around like scattered puzzle pieces. He needed to ask for clarification, but his tongue felt glued to the roof of his mouth.

Returning to his desk, his vision swam. He sat for a solid hour, unblinking, lost in the echoing silence of his own confusion. The fluorescent lights overhead seemed to hum with mocking laughter. He pictured his replacement, a whiz-kid fresh out of university, immediately surpassing him.

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