The gala was overwhelming, a sea of tuxedos and gowns. He'd been invited as a guest, but the evening felt more like a public execution. The orchestra was about to perform "Golden Sunrise," his most famous work, now sung by someone new.

He felt a knot form in his stomach. The conductor raised his baton. The music began. The soaring strings, the perfect vocals. It was technically brilliant, flawless, but it missed the ache, the longing that was the heart of the song.

He excused himself, making a hasty retreat towards the bar. He felt a deep sense of embarrassment, a profound inadequacy. He just wanted to disappear, to vanish into the gilded walls. He ordered a double.

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