The gentle tapping on her window startled her. It was Mr. Garcia, her other neighbor, his face etched with a hesitant smile. β€œJust a small garden for my grandkids,” he said. His request felt invasive. A reminder of all that she would never have. A deep, heavy sadness welled up.

She gestured towards the overgrown section of lawn, the place where she and her partner had envisioned planting a rose garden. Now, the space was simply a testament to lost hopes, of an unwritten future. She felt a burning sensation in her eyes, and quickly turned away before he could see.

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