Rain lashed against the windowpane, mirroring the turmoil inside Amelia. She sat hunched in the worn armchair, the used book she’d just purchased resting limply in her lap. The damp chill of the evening seeped into her bones. She had been foolish, reckless even, and the consequences echoed in the hollow ache in her chest.

A folded piece of paper slipped from the pages as she flipped through the book. It was an old letter, its ink faded and edges frayed. A wave of exhaustion washed over her. She knew she shouldn’t have come here; she shouldn’t have hoped for anything.

She stared at the letter, her fingers tracing the delicate script. The words were a mystery, a forgotten story. But in that moment, the unknown narrative, the book's faded scent, the rain's drumming – all were a distraction from the heavy burden she carried within.

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