The conversation was brief, almost clinical. “The roots, they’re undermining the fence,” the neighbor, a Mr. Chen, explained. He had a tight smile, and his eyes never met hers. The subject: the ancient, gnarled apple tree, a tree she'd promised to her late grandmother.

A chill ran down her spine, a coldness that had nothing to do with the October air. Her hands clenched into fists, nails digging into her palms. The loss, a fresh, raw wound, throbbed in rhythm with her pulse. She couldn’t argue, couldn’t fight. The world had already taken too much.

She would say yes. Nod. Agree. Watch it all be taken away. She would go home and shut the door.

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