The rhythmic click-clack of the keyboards in the legal department was a familiar comfort to Robert. Now, he was moving to the sales team. The sheer energy of the sales floor, its aggressive optimism, felt alien and overwhelming.

He shuffled awkwardly through the crowded office, the cheerful greetings from the sales team felt like a loud, unwelcome chorus. He found his new desk, a small, cluttered space in the corner. He set down his belongings, his face reddening as a senior salesman clapped him on the back with excessive enthusiasm. He felt smaller.

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