The wind whipped around her, scattering leaves and dust. She'd been avoiding the yard sale, but the prospect of finding anything at all to occupy her mind was too tempting. She meandered through the tables, scanning the items. Then, she stopped. There, on a table piled with knick-knacks and junk, was her beloved Pip.

Her vision blurred. It felt as if a heavy weight had settled in her chest, making it difficult to breathe. Pip, her constant companion during a troubled childhood, was now faded and tattered. The woman tending the sale looked up and smiled. "He's seen better days, huh? Five bucks."

Five dollars. She could afford it, but the price felt astronomical. She picked up Pip, his worn fur soft against her cheek. She held him, feeling the sharp sting behind her eyes, a sensation she had learned to endure. She paid for him and walked towards her car, the wind a chilling echo of her emptiness.

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