The vibrant, mixed arrangement of wildflowers sat on the table, a stark contrast to the dust motes dancing in the afternoon light. It felt wrong to have them, misplaced, like an unwanted gift. It had been like this for her ever since.

She'd been out of work for several months. Her savings were dwindling. She'd stopped answering the phone. The air in her tiny apartment felt thick and heavy, like a humid summer day. She barely touched the flowers.

She glanced at them, a single tear escaping and tracing a path down her cheek. She didn't want the flowers. She wanted something else. She wanted… things to be different. She felt so lost.

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