The muted glow of the laptop screen cast elongated shadows across Sarah’s face. She scrolled through the unearthed Instagram profile, the curated life of “Ava_Sunshine” mocking her. Every sunny beach photo, every laughing group picture, it was a world she hadn't known existed. A coldness spread through her chest, a physical ache settling deep within.

She closed the laptop with a definitive click. Dinner, already lukewarm on the kitchen counter, remained untouched. Her daughter’s usual boisterous energy, the soundtrack to her evening, was conspicuously absent. It was replaced with an oppressive silence, a vast emptiness that echoed the space where joy had been.

Later, she found herself staring at her own reflection in the darkened window, the lines around her eyes suddenly deeper. The realization struck her: her daughter had built a life, a vibrant, thriving world, and she, Sarah, wasn't invited.

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