It was a beautiful day, but the sun seemed to glare down on him with malicious intent. He saw Mr. Henderson, the overly friendly man from down the street, approaching his house. His heart sank. He knew what was coming.

“Hey there, neighbor! That's a beautiful yard you got. Say, I was thinking… I'd like to get my hands dirty. Think you'd be open to… a little gardening?” Mr. Henderson’s grin was far too wide. He felt his hands go clammy. The thought of sharing his perfectly maintained space was unbearable. He stood there, unable to speak, his gaze darting around, searching for an escape route.

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