The news felt like a physical blow, stealing the air from Evelyn’s lungs. Her daughter, Chloe, had decided to join a Wiccan coven. The words felt strange on her tongue, the thought of her daughter embracing something so foreign, so… unconventional.

Evelyn found herself staring at the framed photographs on the wall, the images of Chloe growing up, a smiling child, a confident teenager. The past seemed suddenly distant, unreal. She clutched a cushion to her chest, the soft fabric offering no solace.

Later, she paced the living room, her steps erratic and restless. The house, usually a haven, felt cold and unfamiliar. She picked up the phone, wanting to call her husband, but the words wouldn't come. She needed to understand, but she also felt a deep, piercing hurt that threatened to overwhelm 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