Rain lashed against the windows of the hospital cafeteria, mirroring the storm inside Amelia. She stared at the lukewarm coffee in her hands, the plastic cup trembling slightly. Each swallow was a chore, the taste of burnt beans a further insult to her already frayed nerves. Across the room, a man with a shock of silver hair and a similarly vacant expression sat alone. He kept running his hands through his hair, as if trying to smooth out invisible wrinkles.

A nurse called her name, and Amelia walked over. "Mr. Henderson is requesting to see you," she said.

Amelia's stomach twisted. Mr. Henderson. The name alone had the effect of a punch to the gut. She knew the prognosis, had lived it for the last six months. She felt her chest constrict, her breath becoming shallow. This meeting, she thought, would be the final nail in the coffin.

Mr. Henderson looked up as she entered the room, his eyes bloodshot. He motioned her to a chair with a weary gesture. He opened his mouth, and began to tell his story. His voice was a monotone, each sentence delivered with the weight of unspeakable sadness.

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