The heat in the attic was oppressive, but she couldn't bring herself to leave. She was drawn to the darkness, the scent of aged paper and decay. A chipped teacup, nestled amongst a pile of old newspapers, caught her eye. It was decorated with delicate floral patterns.

She felt a hollowness, a desert inside her. She felt the tears welling up.

A small, velvet pouch sat beside the teacup. Inside, she found a tarnished locket. She opened it. Two tiny portraits stared back at her. A man and a woman, their faces etched with smiles. She abruptly shut the locket and dropped it on the floor.

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