The Jack Russell, Max, was a persistent visitor. Today, he was attempting to bury a bone in my freshly seeded lawn. I closed the curtains, the action heavy and deliberate. The sunshine felt accusatory, mocking my solitude.

The house felt too big, the silence too loud. I hadn't even started my morning coffee. My chest felt constricted, as if an invisible hand was squeezing it shut.

I sat on the sofa, staring at the blank television screen. Every day was a struggle, a battle against the crushing weight that pressed down on me.

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