The antique music box sat on the dusty table, its inlaid mother-of-pearl gleaming under the weak sunlight filtering through the curtains. Aunt Millie had summoned them all, the rustle of the legal documents a harsh counterpoint to the tinkling melodies that once filled their childhood home. Amelia picked at a loose thread on her sweater, the familiar ritual failing to quell the tremor in her hands. She thought of her grandfather, the way he'd wind the key, the way his eyes would light up as the tiny ballerina twirled. That memory felt like a phantom limb, a dull ache in the present.

Her mother's voice, usually so vibrant, was now muted, a fragile thing. "It's just not practical, dear," she said, her gaze darting away from Amelia’s. "The money will help with the renovations." Amelia nodded, the word 'renovations' tasting like ash on her tongue. It felt like tearing down a part of their history, brick by brick.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

This story is one of 1,000 stories generated for the emotion sad. 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 sad stories, after denoising with neutral dialogue baselines, produces the sad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sad vector is projected through the unembedding matrix.

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322