He stared at the online banking page, the figures blurred by a sudden, inexplicable mist. Ethan had discovered the account while checking their joint credit card bills. His wife, Chloe, had always been so trusting, so seemingly vulnerable.

He slumped back in his chair, the office swivel groaning in protest. He remembered the easy camaraderie, the shared laughter. It felt tainted now, somehow false. He ran his hand over his face, as if trying to erase something.

The air around him seemed to thicken, making it difficult to breathe. He closed the laptop, the sudden darkness a welcome relief from the glare of the screen. He felt an urge to withdraw, to isolate himself from the reality of the situation.

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