He avoided eye contact with the construction foreman, pretending to study a particularly interesting crack in the sidewalk. Michael fiddled with the loose threads on his worn denim jacket, a nervous habit he hadn't realized he still possessed. His father had put so much of himself into that house, the endless home improvements were his legacy. Michael knew he should have been here sooner, helped with the clearing out, offered to take some of the tools. He’d made excuses, of course. Too busy. But the truth was far uglier. He had abandoned them when they needed him most. Now, looking at the faded brick facade, he regretted so many things.

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