The party was months away, but John already felt a deep, pervasive sense of unease. He avoided making eye contact with anyone, his gaze fixed on the floor.

He found himself walking the same paths he and she once had. Each tree, each park bench, stirred up painful memories. The pain was always with him, lurking just beneath the surface, threatening to overwhelm him at any moment.

He felt like a stranger in his own life. The vibrant colors of the world seemed muted, everything tinged with a dull, persistent ache. He was no longer the optimistic kid he used to be. The thought of the reunion left him cold.

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