The announcement had been made in a faculty meeting, but Maya hadn’t fully processed it until she saw Professor Davies’ office door ajar, boxes stacked inside. Her breath hitched. The knot in her chest tightened.

She found herself walking slower than usual, her gaze fixed on the cracked pavement. Her usual spring in her step vanished, replaced with a dragging weariness. Even the normally bright California sunshine felt dimmed.

She avoided eye contact with her fellow students, afraid of the polite nods and the inevitable questions. She just wanted to find a quiet space to collect her thoughts, but she couldn’t. The idea was impossible.

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