Michael stared at the offer letter across from him, his eyes scanning it, again and again. The new salary, for a position he considered beneath him, was astronomical. He felt a sudden, inexplicable heat creeping up his neck and into his face. His carefully curated, professional composure dissolved like sugar in hot tea.

He swallowed hard, the muscles in his throat constricting. He’d spent ten years climbing the corporate ladder, enduring endless meetings, and sacrificing weekends. And this… this kid, fresh from business school, was being offered a salary that surpassed his own. He was frozen, unable to formulate a coherent response, as his boss droned on about the company's investment in “young talent”.

Michael could only manage a barely audible, “Right.” He felt as if the air had been sucked out of the room.

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