The old house creaked around him as Michael paced the living room, the letter a crumpled ball in his hand. He’d discovered it while going through his grandmother's belongings: a heartfelt confession he'd never delivered. The words were a direct admission of wrongdoing. He’d been such a fool.

He stopped in front of the window, staring out at the rain-swept garden. His jaw tightened. He should have owned up. He should have been better.

He took a deep breath, and tossed the ball of paper into the fireplace. It landed with a soft thud. He didn't light it. He simply walked away.

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