The silence in the car was deafening. Lisa stared out the window, watching the familiar landscape blur past. The highway stretched before them, leading to the airport and, soon after, away from her best friend, Amy. The radio was off.

She felt a knot in her stomach, a physical manifestation of her unrest. She clenched her hands, her knuckles white. She kept stealing glances at Amy, who was unusually quiet, staring at her phone.

Lisa, hating the silence, opened her mouth to say something, anything, but the words caught in her throat. She closed her eyes. They had a million inside jokes, a shared history, a special way they laughed. It felt strange to contemplate the idea of losing it.

She blinked back the unshed tears. She couldn't.

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