He’d always said her Gaelic was too difficult, too obscure, too much of a challenge. He’d scoffed at her dedication. But now, in front of her friends, he was effortlessly chatting away with the visiting Irish poet. This was his carefully guarded secret.

Her hands shook as she reached for her water glass, spilling half its contents. The clinking of ice against the rim sounded like a death knell. She couldn't meet his eyes, the carefully crafted, sweet facade was now repulsive.

The room seemed to spin. She wanted the ground to open and swallow her whole.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299