"Another perfect score," Sarah muttered, her voice barely a whisper. The archery range echoed with the thwack of arrows hitting the bullseye. Her daughter, Chloe, was a prodigy, already eyeing the Olympics. Sarah had started the hobby; It had been her solace, her meditation, a private practice.

Sarah stood at the edge of the range, her bow untouched. She watched Chloe, her movements fluid and confident. She found herself struggling to breathe. The air felt thick, heavy. She felt a strong sadness. She remembered all the time they had spent together.

She was glad for her daughter, of course. She knew that. But the joy was mixed with something else, a quiet ache that followed her everywhere. She felt an urge to run away.

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