The attic felt like a mausoleum, each item a tombstone marking a lost joy. Sarah stared at a collection of old cookbooks. Their pages were stained with grease and flour, each smudge a tiny testament to shared meals, to connections that were now severed. She touched them delicately, as if they were fragile relics.

The air in the attic was thick and stagnant, mirroring the feeling in her own chest. Her breath hitched. She felt a wave of nausea.

She found a child's collection of polished stones, displayed on a velvet cloth. Each was a perfect little treasure. She imagined the hands that had gathered them, the wonder in a small child's eyes. It was like a stab, this sweetness, a reminder of all the things that wouldn't happen again.

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