The weight of the news was a crushing burden for Sarah. She sat on the park bench, watching children laugh and play, the vibrant scene a stark contrast to her internal despondency. The discovery of her half-sister had triggered a sudden, debilitating sadness, a feeling of inadequacy that gnawed at her insides.

She had to take a deep breath. She reached for her phone, intending to call her mother. She paused, the words catching in her throat. She imagined how her mother would be able to comfort her. But the call would be hard. Her own voice wouldn't be able to stay steady.

She closed her eyes, trying to conjure a sense of calm, but the image of her unknown sibling, a stranger who now shared her blood, kept flashing before her eyes, and then the tears started to flow. She felt the tears running down her face. It was as if she was losing everything.

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
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288