Rain lashed against the gallery window, mirroring the tempest inside Amelia. She clutched her lukewarm coffee, the ceramic cold against her trembling fingers. Across the room, a woman, mid-thirties, with a fierce bob of red hair, gestured animatedly at the canvas that had once been Amelia's. Now, a stranger's body, rendered in ink, carried the delicate lines and vibrant hues of "Ephemeral Bloom." Amelia felt a hollowness bloom in her chest, a physical ache that stole her breath.

She’d spent months on that painting, pouring every ounce of longing and sorrow into it. Now, it was…elsewhere. Stolen. The artist, the tattooist, hadn't even tagged her.

The woman turned, catching Amelia's eye. A smile, bright and oblivious, spread across her face. "Isn't it amazing?" she chirped. Amelia managed a weak nod. The coffee tasted like ashes.

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