He hauled down a box labeled "Christmas Decorations" and its contents spilled across the attic floor. A tarnished silver ornament, shaped like a heart, rolled to a stop at his feet. He bent to pick it up, his hand trembling slightly. The cold metal felt alien against his skin.

He sat cross-legged amidst the discarded remnants of other lives, surrounded by ghosts of laughter and love. He felt his vision blur, the familiar sting of tears pricking his eyes. He hated the hollowness that had settled in his bones.

A stack of handwritten letters, tied with a faded ribbon, caught his attention. He couldn't bring himself to open them. The idea of other people's declarations of affection made his stomach churn.

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