The gallery's stark white walls seemed to mock Elara. Every canvas, a private scream she’d poured onto cloth, now hung under harsh spotlights, labeled with a name that wasn't hers. A cold fist clenched in her stomach. She hadn't even finished the last piece, the one depicting the end of everything. A stranger, a man with oily hair and a too-knowing smile, drifted towards her, gesturing expansively at a landscape that was now public property. "Magnificent, isn't it? The emotion… so raw." She managed a tight smile, the muscles in her jaw aching. He wouldn't understand the hollowness that echoed through her very being.

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