The hum of the server room was a dull roar in Maya's ears. She felt her face burn. The code. The logic. The underlying structure of the AI program. It was all the same. She’d spent countless sleepless nights creating this.

She swallowed hard, trying to force the lump in her throat down. She'd imagined herself as a visionary, a pioneer. Now, standing before John, watching him present his work, she was nothing.

She fiddled with her pen, avoiding his gaze. She didn't have the words. She just wanted to flee.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288