Rain lashed against the windows, mimicking the chaotic drumming in Elias's chest. He stared out, watching the muddy paw prints mar the pristine green of his just-mowed lawn. Again. Buster, the golden retriever from next door, was sprawled in the freshly cultivated flowerbeds, happily munching on a fallen rose. Elias clenched his hands, feeling the familiar sting of helplessness.

He dragged himself out the back door, the chill air biting at his exposed skin. His shoulders slumped as he approached the dog, who looked up with a wagging tail and an expectant grin. "Buster," he sighed, the word barely a whisper.

Elias knelt, gently guiding the dog back toward the fence. Each time was the same: the dog would wiggle its way under the loose section, a regular routine. He knew he should be annoyed, frustrated even. But instead, a heavy weight settled in his stomach, and a dull ache throbbed behind his eyes.

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