The realtorโ€™s voice, cheerful and impersonal, grated on Emily's nerves. "It's a prime location," she kept repeating, "perfect for a modern development." Emily nodded numbly, trying to absorb the details, but her mind was elsewhere, lost in the sun-drenched rooms of her youth.

She walked through the house, her steps slow, each one a step closer to the end. In the dining room, she could almost smell her mother's roast chicken. The scent of furniture polish still lingered in the living room, a ghost of her father's meticulous care.

The realtor was pointing out the flaws, the outdated features, the need for renovation. Emily just listened. It was as if she were viewing someone else's life, a history that wasn't hers. A coldness settled into her bones, a feeling of being utterly and completely adrift.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299