He was at a networking event, trying to build his business. Then it came. The request was from Brenda. The woman who’d relentlessly bullied him. He found himself avoiding eye contact, a sudden wave of nausea rising in his throat.

He had spent years building a confident persona, meticulously crafting an image of success. Now, all he felt was the familiar anxiety from his childhood. He had a sudden urge to flee, to abandon everything and disappear. He felt like a boy again, small and insignificant.

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