Rain lashed against the windows, mimicking the rhythm of Elias’s heartbeat. He slumped in the worn armchair, the antique a monument to a father he barely remembered. His sister, Clara, breezed in, a whirlwind of efficiency, her briefcase clicking shut with a finality that grated on his nerves. He watched her, head bowed, as she spoke briskly about the legal jargon, the house, the investments. He couldn’t bring himself to meet her eyes, or respond to her questions. He fiddled with the frayed edge of the cushion, the rough fabric a balm to his frayed nerves. He felt a deep ache within him, a hollow place that echoed with the absence of something lost, something irreplaceable.

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