The house loomed before me, a silent testament to a life lived. My brother, Noah, was already walking through the rooms, talking about demolishing the back porch. I said nothing. The thought of change, of altering anything she had touched, felt like a betrayal.

I walked through the garden, the roses now overgrown and neglected. The beauty of the flowers served only to amplify the feeling of emptiness inside me. I knelt, picking a single wilting rose.

I held it in my hand, the petals soft and fragile. The beauty of the world felt distant, a world I could no longer find joy in. The weight in my chest was crushing me, and I felt as though I was drowning in a sea of sorrow.

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