The attic felt like a furnace, the air heavy and stagnant. Emily hated attics. She felt a prickle of discomfort as she surveyed the contents: a stack of dusty board games, a chipped rocking horse, and a collection of bizarre ceramic figurines.

One figurine, a grotesque, grinning clown, held her gaze. It was positioned on top of a stack of old newspapers, their headlines chronicling a string of unexplained disappearances. She looked away, her heart beginning to pound in her chest.

She felt a strange sense of unease settle over her, an unbidden knowledge that she was intruding on something dark and personal. She fled from the attic, leaving the clown and the newspapers behind, vowing never to return. She slammed the door to the attic, breathing heavily.

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