“A birthday card?” Emily questioned out loud, staring at the mail as though it had personally insulted her. The card was placed between a coupon for tires and a bank statement. “Who would do this?” She grabbed it, and read the generic message.

She felt a hot flush creep up her neck. Then, she began to laugh, a short, brittle sound. She crumpled the card in her hand, the paper hissing as she squeezed it.

She walked in circles, unable to sit still. She felt a profound sense of humiliation, as if she had committed some unspeakable social faux pas. Every shadow in the room seemed to watch her, judging her.

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