He stared at the blueprints, lines blurring before his eyes. The fence, a simple wooden structure, should have been a welcome addition. Privacy, he'd told himself. A barrier against prying eyes. But now, as he traced the proposed route, it felt more like a cage, further enclosing the already constricted space he occupied.

"It'll keep the dogs in," he'd said to his neighbor, forcing a smile that felt stiff and unnatural. The neighbor, oblivious, had nodded enthusiastically. He gripped the pen so tightly his knuckles were white.

He went out and sat on the cold patio, the empty swing set swaying gently in the breeze. He could almost hear the laughter of his daughter, her voice a ghost in the air. The physical ache in his chest was almost unbearable. He should be glad for the added security, he knew. Security from the world. Security from remembering.

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