The vibrant colors of the art supplies in his studio seemed muted. Liam stared out the window at the bleak landscape. Rain blurred the lines of the city, mirroring the confusion in his mind. He’d spent months planning his art exhibition, pouring his soul into every canvas. Now, the knowledge of Sophia's masquerade ball, scheduled for the exact same evening, felt like a personal affront.

He ran a hand through his hair, his movements jerky. The silence in the studio was deafening. He felt a deep ache, a sense of being robbed. The excitement he’d felt about his birthday, about sharing his work, was gone, replaced by a gnawing emptiness.

He glanced at a finished painting, a portrait of Sophia. He turned away. He didn't think he could face the party, or the world, at all.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299