A wave of heat flushed through Olivia’s body. The account statement, discovered tucked into a cookbook, felt like a branding iron. Her husband, James, always had a casual attitude towards finances, and she assumed he just wasn't good at managing them. Now, there was a hidden cache.

She walked into the bedroom and sat on the edge of the bed, feeling suddenly weak. The room spun slightly. She thought about the recent purchases and the discussions about the bills. He’d made it seem as though money was tight.

She looked at the perfectly made bed, the matching curtains, the orderly space she always loved and felt a pang. She got up, went into the bathroom and splashed cold water on her face.

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