The crinkled paper felt like ice against Eleanor’s clammy palms. Her mother’s handwriting, looping and familiar, stared back at her. *Learn to surf.* The list. The bucket list. Eleanor slumped against the kitchen counter, the granite suddenly impossibly cold. She, a woman who considered a weekend trip to the botanical gardens an extreme adventure, was now tasked with... surfing?

Her cheeks burned. She envisioned herself, a clumsy, land-bound creature, attempting to stand on a board. The visual alone made her stomach clench.

“Oh, Mum,” she whispered, her voice barely audible. The thought of paddling out into the ocean, exposed and vulnerable, sent a shiver down her spine. The list continued: *Sing karaoke in public*, *Ride a roller coaster*, *Get a tattoo*. Each item felt like a personal insult, a testament to her own bland existence.

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