He stared at the anonymous package on his doorstep. Inside, nestled in tissue paper, was a hand-painted portrait of his old classroom. He knew the style instantly. It was from Sarah, the girl who had always doodled in the margins of her notebooks, the one he'd chided for daydreaming.

A knot formed in his stomach as he recognized the tiny, meticulously detailed depiction of the clock on the wall. He'd overlooked her, focused on the louder, more disruptive students. He had been so focused on discipline, he forgot to see the girl’s potential. He wished he'd been a better teacher.

He walked inside, the portrait heavy in his hand, feeling the weight in his heart. It felt as if he was carrying the world on his shoulders. The paint smell reminded him of the smell of the classroom.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264