Sweat beaded on her forehead. The pristine office, with its calming ocean-themed artwork, felt more like a cage. She couldn't meet her eyes. She stared at the ceiling, then at her hands, then back to the ceiling. The air conditioning was failing, or maybe it was just her. She wanted to bolt. She wanted to scream. She wanted the ground to open up and swallow her whole. The polite greeting from the receptionist had faded to a dull echo in her ears. Now, sitting in the plush chair, she felt every single one of her childhood insecurities resurface with crushing force.

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