The sunlight seemed to highlight every flaw in the peeling paint of the porch. Sarah gripped the doorframe, her knuckles white. Across the fence, Mr. Peterson was already starting to cultivate a new bed in his meticulously planned vegetable plot.

He was a retired landscaper, of course. Everything in his garden was vibrant and orderly. Sarah hated looking out there and comparing it to her own, neglected lawn, a constant reminder of how she had been struggling to keep up with the simplest tasks.

He was now approaching the fence. She braced herself. She knew what was coming.

"Morning, Sarah," Mr. Peterson said, his voice cheerful. "Lovely day, isn't it? I was hoping I could plant some cucumbers along the fence line. Your side seems to get a good amount of sun." Sarah found herself unable to meet his gaze, suddenly fascinated by a small crack in the concrete of her porch step.

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