The takeout container nearly slipped from Amelia's grasp as she tried to balance it, suddenly aware that her hands were slick with sweat. Across the small, cluttered kitchen table, Liam was talking, gesturing wildly with a half-eaten spring roll. He was explaining something about mountains and a "fresh start" in Colorado. Amelia just stared, feeling a strange pressure building behind her eyes.

"So, yeah," Liam finished, beaming. "Pretty awesome, right?"

The words caught in Amelia's throat. She managed a weak, "Wow. That's... that's a long way." The room seemed to shrink, the walls closing in. The smell of the noodles, once comforting, now felt suffocating. She couldn't meet his gaze, instead focusing on the chipped paint on the table.

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