“But… our traditions,” Amelia stammered, her voice shaking. Her brother, Thomas, was becoming a Scientologist. She felt like her whole world was tilting on its axis. He had always been so pragmatic, so grounded in reality.

The air in the room felt thick, heavy with unspoken accusations and unresolved emotions. Amelia kept fiddling with her necklace, twisting the chain around her finger. The silence was agonizing. She looked at her father, who stared at his son, his face a mask of bewilderment.

Later, she found herself staring out the window, watching the rain streak down the glass, blurring the world outside. She hugged herself, trying to ward off a chill that had nothing to do with the weather.

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