The concert hall was opulent, the crowd a sea of polished faces. Amelia gripped her purse so hard her knuckles ached. This was her song. It was supposed to be a small thing, a private lament. "Broken Wings," it was called, and it was playing now.

The orchestra gave it a grand, sweeping treatment. A renowned soprano’s voice soared, flawless and powerful. Amelia wanted to leave, but her legs were frozen.

She felt exposed, as if the rawest parts of her soul were being laid bare for public consumption. The spotlight felt like a judgement. This was not the story she had meant to tell. Not like this.

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