The vibrant colors of the yarn seemed to blur before Eleanor's tear-filled eyes. She sat in front of her knitting basket, the needles still resting where she had left them. Her daughter, Lily, had initially loved to learn the craft. Now, Lily spent her days in the art studio, painting and sculpting.

Eleanor, a weaver, had envisioned a mother-daughter knitting club, exchanging patterns and creating heirloom pieces. She envisioned the warmth of the yarn, the click of the needles, the comfort. Instead, the yarn sat untouched, the needles feeling like weighted swords.

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