She stared blankly at the screen, the credits rolling by. The film had been a success, a soaring, triumphant narrative. And woven throughout it was her song, now transformed, elevated, a triumphant anthem of resilience. The transformation was complete. The song, once a private expression of her raw feelings, was now a public commodity. She felt a sharp, bitter pang. She hadn't been consulted. She felt as though she’d handed over something precious, only to see it used, molded into something unrecognizable. She chewed at her lip, her eyes fixed on the final, fading frame.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. 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 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288