The mornings were the worst. He would wake up with a feeling of heaviness, a crushing weight on his chest. He would force himself out of bed, each movement a struggle. He had no appetite. He was losing weight. He felt himself shrinking.

The diagnosis had changed everything. He spent his days in a haze of apathy, going through the motions. He felt like a ghost, wandering through his own life. The vibrant life he knew was gone.

At the support group meeting, he felt a flicker of surprise when he saw a woman across the room. She was staring at him. He knew the look in her eyes. They both shared the burden of their bodies failing them. He felt a sliver of connection, and perhaps, a path forward.

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