The small, cramped bedroom felt more like a prison cell than a sanctuary. The posters of bands she'd outgrown, the stuffed animals that had been her friends, the bedspread she'd chosen when she was twelve. All of it served as a monument to a past self, a younger version of her full of optimism.

She stared out the window, watching the neighborhood kids play. She should be climbing the corporate ladder, traveling the world, starting a family. Instead, here she was, the prodigal daughter, the disappointment. A bitter taste coated her tongue. The thought of facing another day, another conversation, another reminder of her failure, made her stomach churn.

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