The familiar scent of lavender from the garden, usually calming, now seemed to twist in her gut. She watched as her partner, Rowan, spoke to the gardener in Gaelic, a language she had always considered too difficult, too “out there.”

She felt an internal tremor, a shiver despite the warm sunshine. She had always kept that part of herself, that part of her roots, hidden, buried. But she could have, she *should* have, embraced it with Rowan.

She walked towards the garden, picking at the petals of a lavender bush. The air felt thick, the scent overwhelmingly, almost punishingly, sweet.

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