The old farmhouse creaked and groaned around her. Eleanor, exhausted and empty, surveyed the contents of the capsule, a metal box she had discovered while clearing out the basement. It had been sealed, carefully, with a date from a lifetime ago.

Inside was a collection of items, carefully chosen, each a fragment of a memory. A button from his favorite coat. A pressed flower from their wedding day. A recording of his voice, speaking words she could not bear to listen to. He had been gone for a long time. She felt the tears begin, and they never stopped.

She sat on the floor, the metal box lying open before her. She didn't have the energy to close it, or bury it again. All that was left now, was the grief.

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