My cheeks burned. I wanted to disappear, melt into the cheap, stained carpet of the office lobby. There, hanging on the wall, was *it*. My doodle. The one I’d absentmindedly drawn during a particularly tedious conference call. The one I thought I’d crumpled up and thrown away.

Now, it was blown up to poster size, framed, and labeled “Emerging Talent.” A knot twisted in my stomach. The managing director, Mr. Henderson, clapped me on the back, his jovial laugh echoing through the room.

"Remarkable!" he boomed. "A fresh perspective. Bold!" I could only manage a weak, watery smile, acutely aware of the coffee stain I'd accidentally left on the corner of the 'masterpiece'.

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