"This place is falling apart," sighed Hannah, her voice laced with a strange mixture of excitement and sadness. Her brother, Samuel, nodded, his jaw tight, his eyes fixed on the cracked ceiling. He looked every bit as fragile as the house.

He avoided her, wandering through the rooms alone. The silence of the house pressed in on him, a heavy weight. He felt a profound sense of loss, a sense of having been robbed of something essential.

He touched the worn wooden table in the dining room, tracing the imperfections with his fingertip. The house was a tangible link to a past that was now irrevocably gone. He felt a deep ache, a constant throb of grief that echoed in every corner of his soul.

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