The coffee tasted like ash in her mouth. Emily sat alone in the nearly deserted library, the sunlight filtering weakly through the dusty windows. She should have gone to the pottery club, she thought, should have signed up for that summer internship. Every decision she'd made, every path she hadn't taken, felt like a deliberate act of self-sabotage now. The familiar weight on her shoulders, a constant companion these past few days, grew heavier with the realization that the tapestry of her life here was about to be ripped apart.

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