He watched the interview, a knot forming in his gut. The television screen beamed a cheerful chef, beaming and taking credit for the "Midnight Bloom Risotto," the dish that had made him a culinary legend. It was his recipe, meticulously crafted over years of trial and error, a labor of love that he'd carefully published under a pen name.

He switched off the television, the silence of his apartment suddenly deafening. He walked into his kitchen, the place where the dish was born, where he'd spent countless hours perfecting every grain of rice, every subtle nuance of flavor. He felt a profound hollowness, a sense of having been robbed. He couldn't shake the feeling of being a fraud, his efforts utterly insignificant. He ran his hand over his face, as if trying to erase the humiliation from his very skin.

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