He stared at the tarnished silver locket, his grandfather's. Its delicate clasp, once so easily opened by familiar hands, felt foreign now. His sister, ever practical, was adamant. The money would ease their mother's medical bills. He understood, logically.

The air in the room was stale, thick with the scent of old paper and suppressed feelings. Each time he reached to pick it up, his hand would hover, his fingers flexing, and he would pull back.

“It's just an object, Liam,” his sister had said, her voice gentle, yet firm. But the object represented years of shared fishing trips, whispered stories, and the quiet comfort of his grandfather's presence. He finally took a deep breath, and set the locket back down.

He had promised to make a decision, but he knew he wouldn’t be able to. Not yet.

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