The pristine living room, usually a source of comfort, now felt like a cage. Amelia stared at the file folders spread across the coffee table, her mother's latest discovery. Inside were every single one of her essays and book reports from high school. Essays that she had thought were buried forever.

She had poured her teenage angst and insecurities onto those pages. She remembered feeling self-conscious about every word, every idea. Now, it was all laid bare. Reading her young self's thoughts felt like an invasion. She felt exposed.

Her mother entered the room, beaming. "I just thought it was so precious, all of it!" she said, reaching for a particularly cringe-worthy essay. Amelia's stomach lurched. She mumbled something about making a quick run to the store. Anything to get away.

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