I felt a sudden, sickening lurch in my stomach. The absence of my car was a gaping hole in my life. I couldn’t meet my friend at the diner. I couldn’t drive to work. I had let my insurance lapse, a detail I’d conveniently forgotten. The tow truck had been relentless, efficient.

A hot, stinging sensation burned behind my eyes. I stared at the empty space, the gravel of the driveway now a vast and unforgiving landscape. I had disappointed myself, and now, everyone else would find out, too.

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