"Seriously?" Ben muttered under his breath, his face pale. His heart felt heavy, a leaden weight in his chest. His diary, "The Chronicles of a Clumsy Kid," was now available for the world to read. He felt as if someone had stolen his soul and then put it on display.

He ran a hand through his hair, a nervous habit, and then opened the link. His stomach lurched. The adolescent angst, the misguided crushes, the sheer awkwardness... all of it was on full display.

He wanted to erase it, to take it back, to somehow undo the irreversible damage. But he knew it was impossible. He knew the world would never let him forget. He slumped into his chair and stared at the ceiling.

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