He cleared his throat, a nervous tic she hadn't seen in years. "So," Liam began, his voice barely a whisper, "how was your day?" He usually greeted her with a bear hug and a full report. She sat across from him at the kitchen table, the half-eaten pasta congealing on their plates.

A wave of nausea churned in her stomach. The faint aroma of garlic and basil, usually a comfort, now felt cloying, suffocating. Just yesterday, she'd been lamenting her lost connection to her heritage, feeling adrift.

She focused on the way the light caught the dust motes dancing in the sunbeam, avoiding his gaze. The silence stretched, each tick of the clock amplifying the hollowness inside. He’d gone to such lengths.

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