It wasn’t just a text. It was a whole string of them, a furious tirade about her neighbor’s barking dog, accidentally sent to the neighborhood watch group. Now, the entire block would know her raw, unfiltered thoughts.

She felt a strange heat emanating from her core. She knew she'd have to face them all, at the next block party. They'd all know her, she realized, not just as the friendly lady from 2B, but as the woman who'd penned a five-paragraph diatribe about canine noise pollution.

She considered moving. She imagined packing up her life and starting over in a new neighborhood where no one had read her rant.

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