"So," Mark began, his voice barely a whisper, "they went with Jessica." He forced a smile for the benefit of the coworker he was talking to but his smile didn't reach his eyes. His stomach felt like it was tied in a tight knot.

He excused himself, claiming a sudden headache. He retreated to the sanctuary of his cubicle. The air suddenly felt thick and heavy, making it difficult to breathe.

He pulled up his calendar and began to scroll through it, his hand trembling slightly. Empty. Meetings he had painstakingly organized. Plans he had carefully laid out. All irrelevant 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