The bus creaked to a halt outside the venue. He took a deep breath. He didn’t want to be here. Not for this. The poster outside screamed the name, "The Rising Suns". Below that, in much smaller letters, the name of his song. "Lost in the City Lights."

He shuffled through the doors, blending into the crowd. They were all young, vibrant, and enthusiastic. The music started. The music was his.

The singer, a teenager, was energetic and enthusiastic. The performance was flawless, technically. But when he hit the chorus, the hollowness inside him grew. He wanted to shout: "You don't understand." It was like a portrait of a stranger staring back at him. He slipped out into the night, unseen.

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