He stared at the page, the glossy sheen of the photograph blurring slightly as his vision swam. It was taped to the inside of the closet door, a secret hidden in plain sight. *Learn to surf*. *Visit Machu Picchu*. *Write a novel*. All achievable, all adventures he'd never mentioned wanting. The final item, scrawled in a frantic hand that mirrored his own current state, was: *Find true happiness*. A cold dread crept over him. Was he not enough? The space where her laughter usually resided felt vacant, a constant emptiness echoing around him. He felt the sting of tears.

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