The old house felt hollow, the sunlight streaming in through the dusty windows, highlighting the emptiness inside her. He’d just told her, in near-perfect Swahili, that he’d been planning a trip to Tanzania with his "language tutor." The words, so innocent, yet so cruel.

She touched the worn wood of the table, remembering all the dreams they had spoken there, dreams now crumbling into dust. Each memory a stab, each promise a phantom limb. The joy of the house had vanished.

She sat heavily in a chair, the wood creaking beneath her weight. The world seemed to shrink, closing in 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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299