The neon sign outside flickered, casting an eerie glow on the grimy pavement. Olivia dragged herself through the door. This search felt like a physical burden, each step labored, each breath shallow. The ache in her chest radiated outward, a constant, throbbing pain.

The ring, when she saw it, almost took her breath away. It looked smaller, somehow, lost in the confines of the display case. It seemed to amplify the silence in the shop, a silence that mirrored the emptiness inside her. She ran a trembling hand over her face, feeling the sting of unshed tears.

ā€œI…I have to have it,ā€ she said, her voice barely audible. The shopkeeper barely acknowledged her, just waited, impassive.

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:
šŸ˜ž0.433
S0.385
šŸ˜”0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
šŸ¤“-0.332
!-0.299