It was a cold, grey afternoon when the message arrived. Ms. Bell was following him. Jacob felt a wave of nausea wash over him. His account was a mess, a digital diary of his anger โ€“ about school, about his friends, about himself.

He couldn't sleep that night. He tossed and turned, replaying every post, every comment, every single thing heโ€™d ever said online. Heโ€™d spent so much time crafting the persona, and now he was terrified of the consequences.

The next day, he walked with his head down, hoping to avoid any interaction. But he felt the weight of her presence, the unspoken judgment. He started the day with a heavy feeling, and it only intensified as the hours passed.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264