The flickering candlelight cast elongated shadows across the dining room. It was their anniversary, but Sarah couldn’t meet her husband's gaze. He was describing their first trip to Italy, the romantic dinners, the beautiful sights. She remembered the fight they’d had, the tension that had simmered beneath the surface.

He remembered a carefree adventure. She remembered a struggle to be heard, to be seen, to feel loved. He remembered her being difficult. Sarah's version was entirely different – him, focused on his own experience, oblivious to her needs.

The weight of their shared history settled on her shoulders. She should have expressed her emotions more clearly, voiced her dissatisfaction. Now, she felt like a fraud, forced to play along with a story that felt alien to her own experience. She pushed her food around her plate, the taste of the sauce suddenly metallic and unpleasant.

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