The cafe was buzzing, a cacophony of chatter and clinking mugs that usually comforted Elara. Today, it felt like needles pricking at her skin. She gripped the lukewarm coffee tighter, knuckles bone-white. Then the music started. A piano, clear and bright, began the familiar chords. It was *her* song, a melody she’d poured her soul into, a testament to a love that had splintered. A woman's voice, smooth and confident, filled the space where hers had once resonated. Elara’s breath hitched; a cold wave washed over her. She couldn’t look. She stared at the swirling patterns in her coffee, the brown liquid suddenly seeming miles deep.

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