"Excuse me," Amelia stammered, her voice barely a whisper. She couldn't believe her eyes. The cover of the memoir, emblazoned with a picture of her as a toddler, stared back at her with unsettling familiarity. She squeezed her eyes shut, wishing it was a hallucination. Her stomach lurched as she read the title: "Amelia: A Life Unfurled."

The book signing was already in full swing. A small crowd milled around a table draped in a cloth that declared her name and the book's title in elegant script. People pointed and whispered. A man with a camera gave her a knowing wink. She wanted to scream. She wanted to run.

She pivoted abruptly, nearly knocking over a display of cookbooks. She ducked into a nearby side aisle, heart hammering against her ribs. She couldn't face them. Not now.

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