The newspaper lay open on the kitchen table, the headline screaming its falsity. “Local Artist’s Stunning New Exhibit Sparks Controversy.” Sarah’s stomach lurched as she scanned the article, a glowing description of her photographs, her vision. But the byline read "Alexander Thorne," her boss.

She’d thought it would be a temporary arrangement, a stepping stone. A way into the art world. But the longer it went on, the heavier it became. She pushed a rogue strand of hair behind her ear, her movements jerky and erratic.

The sunlight streaming through the window seemed too bright, too accusatory. She walked over to the back door, and stood for a long moment, staring at the familiar green of her garden, a space that was entirely, undeniably, hers.

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