The house felt colder than usual. Brian paced in the living room, the wood floors creaking under his weight. He’d discovered his son's secret account, a place where he expressed his frustrations about his parents. The words stung. He kept replaying them in his mind.

He went to the window, staring out at the falling rain. He hadn’t felt this way in years. Not since... He stopped the thought. He clenched his fists, the nails digging into his palms. He felt the sting of it.

He sat on the couch and stared up at the ceiling. He felt like he was falling. He felt lost.

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