The house seemed to mock him with its emptiness. Every gleaming surface, every carefully chosen detail, served as a painful reminder of the life they had built, now demolished. He moved through the rooms in a daze, the weight of his loss a constant burden.

He was rummaging through the storage closet in the garage, trying to find the tools to take his mind off things. He bumped into something. The wall panel shifted. With a click, a section of the wall swung inward.

He had expected junk, cobwebs, but instead found a spiral staircase leading downwards. He descended into the dark, the beam from his phone cutting through the silence. At the bottom, a small room housed a single, antique music box. He opened it, and a haunting melody filled the air, each note a fresh wave of despair.

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