He sat on the porch swing, the rhythmic creak a constant reminder of the absent presence. The bucket list, discovered tucked inside his father's old toolbox, lay open in his lap. "Learn to speak Spanish, build a treehouse for the grandkids, dance with Mom under the stars." The words seemed to mock him, highlighting the opportunities lost, the promises unkept. He closed his eyes, remembering the last time he had truly spoken to his father. Regret, heavy and suffocating, wrapped around him like a shroud. A single tear traced a path down his weathered cheek.

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