“Damn it,” Amelia hissed, crumpling the crisp invitation in her palm. The paper crinkled under her furious grip. The pristine envelope now felt like sandpaper. Her eyes burned with a mixture of anger and something she didn’t quite want to name.

She remembered her dreams, the burning desire to escape her small town. She had vowed to be different, to achieve greatness. She’d fled, but in the end, it was all for naught. Her life felt like a faded photograph.

The prospect of facing her classmates, of being judged and analyzed, made her feel physically ill. She pictured the smiles, the forced pleasantries, the inevitable questions she'd evade. She felt a sharp, cutting pain in her chest, a reminder of all the chances she'd missed. She threw the invitation in the trash.

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