The news felt unreal. "From Notebook to Net: My Teenage Meltdown," read the article’s title. Liam’s hand trembled as he scrolled through the online page. He felt the blood drain from his face as he recognized his handwriting. He’d poured his heart out in that diary, the one he thought he had destroyed.

He re-read some of the entries, each word a painful reminder of his youth. The impulsive decisions, the silly arguments, the embarrassing infatuations – all exposed to public view. A knot formed in his stomach.

He wanted to scream, to lash out, to somehow stop the inevitable fallout. He picked up his phone and called his best friend. "You have to see this," he choked out, his voice hoarse with disbelief.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301