The phone call was short, to the point. “The elm tree… it’s causing a problem with the drainage.” The neighbor’s voice was devoid of emotion. He was simply stating a fact. But to her, it was a death sentence.

A wave of nausea washed over her. She gripped the edge of the kitchen counter, her knuckles white. The elm was a silent companion, its leaves whispering secrets in the wind. She could still hear his voice in its rustling.

She hung up the phone. She went outside, stood next to the tree. The sun was going down, and the shadows were getting long. She touched the rough bark, felt the strength of the tree. The world was ending.

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