He sat on the porch swing, the worn quilt his grandmother had made draped around his shoulders. His sister was inside, arranging the contents of the attic for the upcoming estate sale. She was always so efficient.

He couldn't bring himself to go in, to confront the realities of the situation. Every stitch of that quilt held a story, a memory of a bedtime story, a Christmas celebration.

The air was heavy with the scent of honeysuckle and the unspoken sorrow that hung between them. He closed his eyes, his grip tightening on the worn fabric, and rocked slowly, trying to soothe the unshakeable tremor that ran through his body.

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