The scent of freshly cut grass, usually a source of comfort, now felt like a taunt. Emily watched Mr. Fitzwilliam, her neighbor of five years, meticulously trim his lawn with a state-of-the-art riding mower. She’d always assumed he was a retired accountant, living a comfortable, though unremarkable, life.

Seeing him now, in his crisp white polo shirt, overseeing the landscaping crew that was meticulously replanting his flowerbeds, she felt… off balance. She'd spent the morning fretting about her grocery bill, meticulously comparing prices at the two local supermarkets.

She remembered all the times she’d offered him tomatoes from her garden, the times she'd asked him to watch her dog while she ran errands. The genuine warmth she’d felt towards him curdled in her chest. She found herself retreating indoors, slamming the screen door with unnecessary force.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242