He stared at the security cameras, the gleaming chrome reflecting the midday sun. His neighbor, Frank, the guy who always mowed his own lawn and wore old t-shirts, had a state-of-the-art security system. A *very* state-of-the-art security system.

Mark had spent years thinking of Frank as a bit of a slob, making snide remarks about his rusty car and his habit of leaving the trash cans out. Now, looking at those cameras, he felt a sudden and overwhelming sense of self-consciousness.

He thought of all the times he'd complained about Frank's "loud" lawnmower. He thought about the time he'd let his dog, off leash, on Frank's lawn.

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