The silence in the library felt oppressive. Amelia closed her book with a snap, the sound echoing in the cavernous space. She saw the notice posted outside her advisor’s office door: “Office Hours Cancelled."

She’d always avoided those hours. Excuses had been easy to come by: other classes, a social event, the incessant lure of Netflix. Now, every missed meeting felt like a missed chance.

She had so many questions, so many gaps in her understanding. And now, there was no one left to ask. The feeling was a heavy, leaden thing in her chest.

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