“You’re not… actually related?” Sarah repeated the statement in disbelief, her voice cracking. Her voice sounded thin and faraway in her own ears. The DNA test results, a clean, clinical document, had shattered the foundation of her entire life.

Her parents were out of town for the weekend, a fact that both soothed and stung. Being alone was what she wanted, but the silence was deafening. She walked from room to room, touching familiar objects: a worn teddy bear from childhood, a framed photograph of her family, a book she’d read a hundred times. Each object now felt like a stranger.

She collapsed onto the couch, her body feeling heavy, as if weighted down by an invisible force. The world was tilting.

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