The rejection letter from the prestigious art competition sat on her desk, the crisp white paper a stark reminder of her failure. Sophia glanced at it, then quickly looked away, the words blurred through a sudden mist of tears. She had worked so hard, for so long, to get to this point.

Then, she’d found out. On social media. A photo of her most recent entry, a sculpture of an embracing couple, meticulously reproduced as a tattoo on a stranger's chest. She had been robbed. Of her work, of her originality, of her momentum.

Her hands clenched into fists. She felt deflated, as if all the air had been released from her. The sting was a physical one, a tightness in her chest. She needed to be alone.

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