The box sat on the floor, its contents a collection of echoes from a life now changed. Each carefully preserved assignment spoke of a love he hadn't fully appreciated until now. He turned the pages of a science project, the words blurring before his eyes.

He felt an unfamiliar ache in his jaw. The memories, once comforting, now felt like a source of torment. The house felt too big, too empty, the silence a constant reminder. He picked up a drawing, the colours vibrant and alive, and the tears started to flow.

He wanted to scream, to shatter the quiet. He wanted to undo the past. He ran a hand through his hair, a gesture born of despair.

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