He was cornered in the break room, the supervisor's arm a friendly weight on his shoulder. "Great news, we've hired someone to shadow you for a month. You'll be the one to show him the ropes!" He felt a sudden, intense heat flush his face. The words echoed in his head, a discordant symphony of fear and dread.

He mumbled a response, his voice barely a whisper. He wanted to disappear, to vanish into thin air. He stared at the coffee machine, as if it held the secret to his escape.

He left the break room and returned to his desk, his mind racing. Every email, every phone call, felt like a judgment. He was suddenly acutely aware of his own shortcomings, his own failings. The task before him was a mountain, and he was already beginning to crumble.

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