The silence in her apartment was oppressive. Usually, she loved the quiet, a space for creativity. Now, it was a hollow echo of her aspirations. She closed her eyes and the world became a black void.

She tried to conjure the scenes from her book, the characters that had occupied her mind for years, but they were now ghosts, fading, insubstantial. She’d spent years developing them, and now, they were gone.

She made some tea, the ritual a familiar comfort, but even the warm drink couldn’t chase away the chill that had settled deep within her bones. The tea tasted like ash.

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