He paced his apartment, the hardwood floor creaking under his weight. A knot twisted in his stomach, tightening with each re-read of the online exposé. The article contained his most vulnerable thoughts, including his deep longing for his father, who had passed away when he was a child. He stopped abruptly, running a hand through his hair. The exposure felt like a second loss, a theft of privacy so profound he was trembling. He felt a bone-deep weariness, the kind that settled into the very marrow of his bones.

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