"Just a little something extra," the email from the bank read. Emily had found the account details hidden deep in her husband's inbox. She pressed her fingertips to her temples, a dull headache blossoming. He’d always downplayed their financial situation, saying they were 'comfortable.'

She’d thought she knew everything about him. They’d built their life together from the ground up, sharing everything. The betrayal felt like a slap in the face. She glanced at the family photos on her desk, the smiles now seeming manufactured.

She felt a strange disconnect, like she was watching herself from afar. Her hands were clammy, and a tremor ran through her body. She buried her face in her hands, wanting to erase everything she had just read.

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