The attic air hung thick and dusty, catching in Agnes’s throat. A single bare bulb cast a sickly yellow glow, illuminating a mountain of forgotten things. She’d been expecting cobwebs and maybe a trunk, but not *this*. Her cheeks burned.

A chipped porcelain doll with vacant eyes lay sprawled amidst yellowed lace doilies. Agnes instinctively recoiled, a shiver running down her spine. The previous owners, the Bradleys, had been such a sweet old couple, always waving from their porch swing. This...this felt like an intrusion, a secret revealed.

A tarnished silver locket lay open on a faded velvet cloth, displaying a tiny, sepia-toned photograph of a stern-faced woman. Agnes’s fingers trembled as she picked it up, feeling a wave of deep embarrassment that someone, a long time ago, had treasured this. She dropped it back, quickly, as if it burned.

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