The antique music box sat on the dusty table, its delicate inlaid wood catching the afternoon light. It had been her grandmother’s. Now, her uncle, the one who’d inherited the bulk of the estate, was eyeing it, calculating. Amelia’s throat felt thick, as if she'd swallowed a stone.

She trailed a finger across the cold surface of the box, the melody of “Edelweiss” echoing in her mind. He was talking about appraisals, about market value. She couldn't look him in the eye.

Her stomach churned. It wasn't just the monetary loss; it was the loss of a tangible connection to the woman who’d taught her to read, who’d shared secrets whispered in the garden. This small box held all those memories, and he wanted to… sell them.

Amelia excused herself abruptly, finding the sudden need to clear her head. Outside, the world seemed too bright, too loud.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.433
S0.385
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299