The first nail had been driven at dawn. James pressed his face against the bedroom window, peeking at the bustling construction crew. The new garage, a shiny monument of modern design, dwarfed his own tiny, dilapidated one. He hadn’t been able to fix his garage for years.

He felt the familiar heat rise in his cheeks. He ducked back inside, pulling the curtains closed. He was so behind, so out of touch. The feeling consumed him like a fog.

Later, he considered selling the old car that sat in his driveway, but decided against it. He just couldn't bear the thought of someone, anyone, seeing it. He felt like his garage was a reflection of himself.

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