The news, delivered in a university-wide email, hit Thomas with a jolt. His advisor, Professor Lee, was moving on. A wave of heat flushed his face. He felt his pulse quicken, a frantic drumbeat in his ears.

He abruptly shoved his chair back from the desk, the scrape of the legs jarring the silence. He started pacing, his steps erratic and hurried. He couldn't focus, couldn't think. The walls of his small apartment seemed to be closing in. He felt a desperate urge to escape the confines of his own head, a need to simply *do* something to stop the swirling panic.

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