The air was thick with the scent of freshly cut grass, but David couldn’t breathe. He wandered into his garden, the sunlight feeling harsh against his skin. He had to face his neighbor, Mr. Harrison, at the barbeque. David was now aware Mr. Harrison's seemingly effortless success came from an inheritance, and was also seeing his ex-girlfriend.

He stared at the meticulously trimmed hedges, the perfect symmetry a symbol of everything he wasn't.

He kicked at a loose stone. A bitter taste rose in his mouth. He considered turning around, retreating back inside, but the thought of facing his empty apartment, of being alone with his thoughts, felt even more unbearable. He sighed and walked towards the party.

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