The car ride home was a silent torture chamber for Maya. The radio played a cheerful pop song, a jarring contrast to the leaden weight in her chest. She had seen the truth in a casual office email, her friend, Sarah, wasn't a CEO of a non-profit, she was a secretary. She kept thinking about their friendship, their conversations, the way Sarah had always portrayed herself as a powerful, successful woman.

She gripped the steering wheel, her knuckles turning white. The deception felt like a physical wound, a searing burn that radiated outward. The world suddenly seemed less trustworthy, less certain. She thought of all the times Sarah had given her advice, how she had looked up to her.

She pulled the car over to the side of the road, the sudden stop a jarring punctuation mark to her internal struggle. Tears welled in her eyes, blurring the passing headlights. She wanted to scream, to lash out, to understand. But all that came was a choked sob, the sound swallowed by the darkness.

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