The adoption papers lay on the coffee table, a stark testament to his disregard. David stared at the official document, his jaw tight. It wasn't the dog itself; a golden retriever puppy, all floppy ears and wagging tail, was undeniably cute. It was the principle of the matter.

He felt the unwelcome heat prickle at the back of his neck. He’d expressed his concerns, his need for a quiet living space, repeatedly. Yet, here they were.

The puppy clumsily bounded over to him, attempting to lick his hand. David’s muscles tensed. He imagined the endless walks, the chewed furniture, the incessant barking. He felt as if his insides were twisting into knots.

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