Agnes choked on a rogue crumb of bran muffin, her hand flying to her chest. The real estate agent, a woman named Brenda with a smile that could curdle milk, was still chattering about the "historic charm" of the exposed brick in the kitchen. Agnes felt her face flush, heat prickling at the edges of her scalp. The “charm” now felt like a shroud. She pictured the detective’s file, the crime scene photos that Brenda, bless her oblivious heart, had conveniently omitted from the sales packet. A chill snaked down her spine, a contrast to the sudden warmth. She couldn’t bring herself to meet Brenda’s gaze.

She’d spent months lovingly restoring this house, painting the trim, sanding the floors, envisioning family dinners in the very dining room where... Agnes abruptly excused herself, muttering something about needing air. She escaped to the overgrown garden, the scent of lavender suddenly cloying.

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