The elevator doors opened, and Liam practically dove inside, his face burning. He’d just overheard the senior partner, Mr. Abernathy, discussing the promotion with Sarah. He hadn't heard the whole conversation, but the few sentences that drifted his way were enough. “...more proactive... strong leadership potential… Sarah fits the bill.” Liam squeezed his eyes shut. His own meticulously crafted presentation on future company growth seemed to weigh him down, suddenly a leaden brick in his briefcase.

He mumbled a hurried greeting to the other occupant of the elevator, a woman he vaguely recognized from accounting. He avoided her gaze, focusing intently on the illuminated floor numbers, each ascending click a fresh wave of embarrassment washing over him. When the doors finally opened on his floor, he bolted out, nearly tripping over his own feet. He had to get to his office. He just had to.

His tie felt suddenly constricting, and he yanked at it as he hurried down the corridor. He needed to be alone. Now.

Emotion: mortified

Cluster: Embarrassment
PC1 (Valence): -1.36 Negative
PC2 (Disposition): 0.79

Role in Research

This story is one of 1,000 stories generated for the emotion mortified. 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 mortified stories, after denoising with neutral dialogue baselines, produces the mortified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mortified vector is projected through the unembedding matrix.

Promoted:
l0.406
尴尬0.257
C0.252
worse0.245
0.242
Suppressed:
own-0.340
了他-0.218
他对-0.203
-0.194
楽し-0.193