The small, dark room, revealed behind a panel in the kitchen, felt like a punch in the gut. Sarah knew she should have been more careful. She should have questioned the low price, the hurried sale. Now, the consequences of her haste were laid bare before her.

She had wanted to believe in the house's potential. She had wanted to escape her old life, to prove she could build a new one. This hidden space, this unknown quantity, mocked her ambition. Her jaw clenched.

She’d convinced herself she was strong, capable. This empty, forgotten room was a stark reminder of her vulnerabilities, of the mistakes she'd repeatedly made. The silence in the room seemed to amplify the internal turmoil.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242