The attic air tasted of dust and forgotten things. Sarah coughed, pulling the string on the bare bulb that cast a weak glow across the jumble. Her grandmother’s trunk, the one promised to her, sat heavy and expectant. She lifted the lid, a cloud of moth flakes swirling in the light. Inside, nestled amongst yellowed lace and faded letters, was a small, leather-bound album.

A photograph slid free as she opened it. A man, her grandfather, stood grinning, arms wrapped around a woman with fiery red hair. They were on a beach, her grandfather's dark eyes sparkling, the woman's laughter echoing in the captured moment. This woman wasn't her grandmother. Her mouth went dry. Her grandfather had always been the paragon of devotion, the heartbroken widower who’d carried a portrait of her grandmother in his wallet until the day he died.

She slammed the album shut. Her palms were suddenly slick with sweat.

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