He stared at the billboard, his stomach churning with a nausea he couldn’t place. A vibrant, colourful mural he'd created, designed for a community project, was now splashed across the side of a building advertising a fast-food chain. A corporate logo had been awkwardly superimposed over his signature, a garish insult.

His hands balled into fists, his nails digging crescents into his palms. He didn’t want anyone to see him. He had always been so proud of his artwork, but now all he wanted was to be invisible. He pulled his hat lower, shielding his face, and quickly turned away, hoping to disappear into the anonymity of the crowd.

The thought of the community members viewing this bastardized version of his work, believing he endorsed such commercialization, made him want to scream. The colours, once joyous, now felt like a mockery. He felt a deep, sickening weight settle in his chest.

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