The musty smell of forgotten things assaulted Amelia's nostrils as she climbed the attic stairs. She’d been searching for Christmas decorations, but the attic was proving to be a treasure trove of something else entirely. The feeling was akin to being a trespasser.

A pile of old photographs lay scattered across the floor, each one capturing a slice of someone else’s life. Smiling faces, formal portraits, and candid snapshots stared back at her. Amelia recognized the house in the background of some of them.

She felt a wave of shame wash over her. Peeking at a stranger's photos? It felt wrong. She turned to leave, but the glint of metal caught her eye. She saw an old, small, locked box. Her heart skipped a beat, and she quickly grabbed the Christmas decorations instead.

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