The guitar riff had been too loud. He’d known it. Yet, the music had poured out of him. The complaint came quick, but not by word. A stern look and a shaking head by Mrs. Gable was all it took. He felt his face heat.

He winced, lowering the volume immediately. He didn't want any hassle. He kept it to a bare minimum.

He found himself sitting on his couch, the instrument cast aside in the corner. He ran a hand through his hair, his earlier confidence replaced by a knot of unease. He closed his eyes.

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