The afternoon sun beat down, turning the yard sale into a sweaty, crowded maze. Sarah scanned the tables, searching for treasures. Then she saw *it*. A dusty, slightly disfigured bear with a missing ear sat amidst a pile of mismatched teacups. She was instantly overwhelmed. An awful, prickly sensation spread from her chest to her stomach. She felt it creep up the back of her neck, too.

She cleared her throat. “Excuse me,” she began, her voice sounding raspy. She pointed at the bear. “How much is that… stuffed animal?” The seller, a middle-aged woman with a kind smile, said, “Oh, that’s just a dollar. He looks like he’s seen a lot of love, bless his heart.” Sarah nodded, paid, and quickly retreated, the bear tucked under her arm. The heat seemed to intensify, and she felt like everyone around her was staring.

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