The cardboard box sat on the doorstep, a beige monolith against the morning dew. Martha, pulling her cardigan tighter, recognized the name scrawled in faded marker: "Evelyn Reed." Not her name. Not even close. She nudged it with her toe, a tremor of unpleasantness tightening her chest. She remembered, with vivid clarity, the previous tenant, a woman with a cascading white braid and a garden overflowing with lavender.

Martha lugged the box inside, the weight a physical manifestation of her internal discomfort. She didn't want to open it, didn't want to intrude. Yet, the possibility of a lost treasure – a treasured book, a forgotten photograph – tugged at her. With a hesitant sigh, she sliced the tape, her fingers trembling.

Inside, nestled amongst packing peanuts, was a delicate music box. She lifted it, a wave of sadness washing over her. The tiny ballerina, poised in mid-twirl, seemed to mock her clumsiness, her own quiet life.

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