The concert hall buzzed with anticipation. Then the music started - his music, but drastically rearranged, with a rhythm he didn't recognise. He didn't authorise any of this. The composer sank deeper into his seat.

He felt a deep sense of wrongness, as if his creative spirit had been violated. The music, once a source of joy, now grated on his nerves. He wanted to yell, "Stop! You've ruined it!" He balled his hands into fists, wanting to disappear.

He closed his eyes, wishing the performance would end. His face burned with a blush that wouldn't subside. He felt exposed, vulnerable, as if everyone could see the wounds inflicted on his art.

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