The key scraped in the lock. Sarah hadn't used her key in… well, a very long time. Stepping into the familiar foyer, the scent of potpourri and old carpeting hit her like a physical blow. She clutched her overflowing tote bag a little tighter. Her mother’s antique umbrella stand, usually a charming fixture, now seemed to leer at her.

"Sarah? Is that you?" Her mother’s voice, a little too loud, echoed from the kitchen. Sarah forced a smile onto her face. It felt brittle.

"Just me!" she called back, her voice tight. She shuffled forward, suddenly intensely interested in the dust bunnies gathering beneath the grandfather clock.

Her mother appeared, wiping her hands on a floral apron. "Oh, honey! You look… tired." The unspoken words hung in the air: *defeated*. Sarah couldn’t meet her gaze.

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