“Well, this is just great,” Maya muttered under her breath. The time capsule, uncovered during a landscaping project, was a gaudy, glitter-covered shoebox. The handwriting on the label was unmistakably hers. "Open When You're Famous!" it declared.

She sat on the grass, the box in her lap. Inside, there was a collection of bizarre artifacts: a sequined scarf, a poorly-written poem, and a cassette tape. She ejected the tape and put it into her car stereo, which was in view of the workers. A shaky voice, her own, began to sing a truly awful song about her life.

She turned the volume down and quickly switched it off. She wanted to run and hide.

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