"This isn't my fault," David mumbled under his breath, watching Buster trot back and forth, happily surveying the damage. The fence was old, and he'd meant to replace it for months. The truth, however, was that he was lazy.

He saw Mr. Collins, his next door neighbor, watching him from his porch. He pretended to busy himself with his phone, avoiding eye contact. He knew Mr. Collins was a stickler for rules, a pillar of the neighborhood.

He felt the knot in his stomach tighten as he imagined the scathing look Mr. Collins probably had on his face. He felt like a disappointment.

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