The air was thick with the scent of antiseptic and despair. He hated hospitals, always had. The sterile environment, the hushed tones of the staff, the constant reminder of mortality — it was all too much. He felt trapped, suffocated.

He walked the halls, his footsteps echoing in the silence. He tried to avoid looking at the other patients, but couldn't help but notice their gaunt faces, their weary eyes. The disease was a thief, stealing pieces of their lives, day by day.

Then he saw her. Her eyes held a haunted look, but he recognized a spark of defiance. He knew the diagnosis, the cruel joke of fate that had brought them together. She met his gaze with a faint smile, a shared acknowledgment of their shared plight.

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