A chill snaked up Leo's spine as he scrolled. There it was, bold and underlined: "An Example of a Winning College Essay." His name, his essay, his carefully crafted words about a summer volunteering at a soup kitchen, were plastered across the admissions website. He'd poured his heart into that piece. Now, it felt like someone had ripped it out and put it on display.

His thumb hovered over the back button. He should just close the tab. Pretend he hadn't seen it. But curiosity, or perhaps something darker, kept him rooted. He clicked.

The comments section was a wildfire of praise. "Insightful!" "Well-written!" "Moved me to tears!" Leo’s stomach twisted. He leaned back in his chair, the springs groaning in protest. He remembered the eager young man he’d been, full of earnest belief. Where had that person gone?

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