The scent of turpentine and oil paints usually brought comfort to Sofia. Today, it felt like an accusation. She stared at the easel, the unfinished canvas bearing the faint outline of her "Lost Souls" piece. A woman’s Instagram post, showing off her new tattoo of Sofia’s design, had shattered her peace.

She dropped her brush, the sound echoing in the studio. A bitter taste coated her mouth. She felt a burning need to destroy, to create something new, something that couldn't be copied. She needed to feel something other than the crushing weight on her chest.

She was depleted, emptied, and utterly devoid of purpose.

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