He stared at the box, the lid slightly ajar, revealing a jumble of familiar things. He'd never understood his mother's meticulous nature, her need to hold onto everything. Now, faced with this overwhelming collection of his past, he realized the depth of her devotion. Every painstakingly graded paper, every hand-drawn card, every school project – a monument to his existence. He knew, despite her words, she cared.

His vision blurred as he scanned a hand-written note, written in his own, sloppy handwriting, that stated "I love you mom". He remembered the occasion, a birthday. His throat tightened, and he had to fight for breath. He sat down heavily in a nearby chair, his body feeling like lead.

The house seemed too quiet, too empty, even though he knew he was not truly alone. He clenched his fists, knuckles white. The papers, usually comforting in their familiarity, now seemed to mock him.

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