The bell above the door chimed, a brittle, unwelcome sound. Maya stood in the doorway, momentarily blinded by the gloom within. She took a hesitant step inside, her gaze darting over the haphazard displays. Everything was a blur, a jumble of things she couldn’t focus on, only the relentless hollowness inside.

She found it tucked away in a corner cabinet, the sunlight hitting the ring just so. It sparkled with a cruelty, a mocking reminder of what she no longer had. The gold band seemed to gleam with triumph, each facet a tiny, glittering blade twisting in her gut. She pictured her grandmother’s hands, worn and gentle, holding it.

“How much?” she asked, the question escaping on a ragged breath. The shopkeeper, a woman with a severe expression, named a price that felt like a deliberate insult. Maya’s resolve crumbled.

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