The attic air tasted of dust and forgotten things, much like the memory of her. Sunlight sliced through the gloom, illuminating a discarded rocking horse. Its paint was chipped, its rocking rails worn smooth. She ran a hand along its mane, her fingers tracing the curve of its neck. The silence of the house pressed in on her, heavy and suffocating.

A child's drawing, faded and creased, lay tucked inside a dusty trunk. It depicted a smiling family, the stick figures holding hands. She felt a sharp, twisting sensation in her chest, a physical ache that stole her breath. She balled the drawing into a fist and quickly put it back.

She found a collection of old photographs. In one, a young woman with laughing eyes posed with a handsome man. Their arms were intertwined. She knew that look, that careless, radiant joy. She threw the photo down and turned away, unable to bear the sight.

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