The news had spread through the artist community like wildfire. A well-known influencer, covered head-to-toe in the work of various artists, including Clara's. Clara’s piece, a delicate watercolor of a bird in flight, was a focal point of the sprawling design.

Clara spent the evening glued to her laptop, scrolling through the comments, the likes, the shares. Each positive reaction felt like a stab wound. Her work, her identity, had been amplified, but at what cost?

She retreated to her studio, the space that had once offered solace, now a prison. She couldn’t bring herself to pick up a brush. The world around her seemed to be closing in.

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