The roses were delivered to the office, a gesture of extravagant tenderness. The red blooms stood out against the bland office decor, a reminder of the chasm of their relationship. He stared at them for a long time, not knowing what to feel.

He’d said things he regretted. He'd done things he regretted. He felt the familiar, crushing weight of failure. He should have known better. He was just tired.

He returned to his desk and opened the computer. He didn’t want to look at the roses. He had to work. The task seemed impossible. He slumped in his chair, the roses a silent judgment.

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