The world felt muted, a dull echo of its former vibrancy. John had stopped leaving his apartment. The curtains were drawn, and the only light came from the glow of his laptop screen. He sat hunched over the keyboard, replaying conversations in his head, searching for a flaw, a reason. There was a constant, dull pressure in his chest, a weight that made it difficult to breathe. He needed someone to talk to, to sort through the wreckage of his life. He decided he needed to search for a therapist. The name on the website made his pulse quicken. Mark Peterson. His childhood foe. The irony of it, almost suffocated him.

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