The estate sale was a treasure trove of the past. As Michael sifted through a box of old photographs, he stumbled upon a collection documenting his uncle's life. His uncle, the stern, judgemental family patriarch. In one photograph, his uncle was in a bar, in another he was gambling, and in another he was embracing a woman who clearly wasn't his wife.

He felt a deep sense of discomfort. He had always tried to live up to his uncle’s expectations, and he had always felt like he fell short. Now, he wondered if those expectations were themselves a facade. He felt like he was suffocating.

He abruptly closed the box, wanting to escape the weight of the pictures.

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