The family gathered around the mahogany table. On the table, the antique tea set, her great-aunt’s, was displayed. The executor was discussing the details of the auction. The room felt suddenly too small.

She felt a sharp pain, somewhere deep inside, as if something vital had been severed.

The delicate china pieces held the echoes of laughter, shared secrets, and countless cups of tea. The thought of them being dispersed, broken up and sold, brought a lump to her throat, that wouldn’t go away.

She had to get out of the room. She could almost feel the weight of unspoken grief pressing down on her.

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