Rain lashed against the windows, mirroring the storm brewing inside Clara. The house, usually a haven, felt like a cage. Every object, every photograph, was a painful reminder. She hated the silence, but even music felt like an insult.

The doorbell rang. She barely registered it at first, then the persistent sound pulled her from her lethargy. On her doorstep, a small, elegant vase containing a single, perfect white rose. No card. Just the rose. A solitary reminder.

She picked up the rose, its stem cool against her skin. The lack of a message felt like a deliberate cruelty. She walked over to the mirror, examining her reflection. Her face was pale, her eyes red-rimmed. She held the rose, the elegant simplicity of its form a mirror to the emptiness within 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
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299