The kitchen, once filled with the aroma of Chef Marco's creations, now smelled stale and lonely. Leo read the short note, *Moving on. Best of luck.* He had hoped to join the Master Chef. The kitchen equipment seemed to watch him, cold and unfeeling.

He’d spent the morning cleaning, scrubbing the stainless-steel surfaces until they gleamed. Each wipe felt like a futile attempt to erase the memory of his last, disappointing performance.

He didn't eat lunch. He picked at a few scraps of vegetables, his appetite gone. The menu board stood blank, a stark reminder of his lost opportunity. He was no master chef.

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