The hammering started before sunrise. Martha pulled the pillow over her head, but the rhythmic thudding still echoed in her bones. She should have spoken up, she knew. She should have mentioned her concerns about the fence's placement, the way it would block her prized rose bushes from the afternoon sun. Now, it was too late.

She found herself staring out the window, watching the two men struggle with the heavy wooden panels. The sunlight glinted off the nails as they were hammered home, each one a tiny act of permanence. Her shoulders slumped.

A tear traced a path down her cheek. She turned away, a wave of sadness washing over 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