She had been avoiding her home for days. Now, as she walked in, she saw the roses. A single, perfect, long-stemmed red rose lay on the coffee table. She didn't have to look for the card to know. The implication was clear.

She sat on the sofa, her back rigid. The silence of the apartment pressed down on her. The absence of a message was louder than any words. She felt the familiar sting of tears behind her eyes.

She looked at the rose, its velvet petals unfurling. She reached out and touched it, her fingers tracing the smooth surface. She felt a profound emptiness, a yawning abyss where her heart used to be. The rose seemed to mock her.

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