The sunlight streaming through the window seemed harsh, illuminating the dust motes dancing in the air like mocking, celebratory sprites. She had envisioned the news differently – champagne, phone calls, a joyful leap in the air. Now, she simply felt hollow.

She mechanically tidied her writing desk, a futile attempt to impose order on the chaos that had erupted inside her. Her fingers traced the spines of her favorite books, each a silent testament to a journey she’d hoped to share. Her gaze landed on the empty space on the shelf, where she had imagined her own book would sit.

She started to write again, almost against her will. The words felt clumsy, forced, the magic gone. The story she had poured her soul into now felt like a lead weight, tethering her to the earth.

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