The fence was up, a stark, unwelcome presence. She pulled the curtains closed, shutting out the world, the bright morning light, everything. The air in the room felt heavy, suffocating. She sat on the edge of her bed, staring at nothing, a blankness mirroring the emptiness inside.

The smell of fresh paint and wood, a sickly sweet scent, clung to the air. It brought back memories of happier times. She had spent the last week reliving those days, and the pain had become a familiar companion.

She took a shaky breath, the weight of the grief crushing her. She didn't know how to move forward.

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