Agnes’s cheeks burned. The attic dust swirled around her feet as she clutched the yellowed envelope. Her own handwriting stared back at her, a looping, youthful script she barely recognized. The letter, addressed to her high school crush, lay unopened, a relic of unrequited adoration.

She sank onto a rickety trunk, the paper crinkling in her grasp. The words she'd painstakingly penned, the confessions of infatuation, the desperate hope for reciprocation—all were there, trapped inside. A wave of heat washed over her, making her breath hitch. This entire exercise was ill-advised.

“Oh, God,” she whispered, her voice barely audible above the rustling of leaves outside the attic window. She wanted to disappear, to become one with the cobwebs and forgotten furniture.

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