He’d always been a collector of butterflies. Now, Liam’s absence felt like a pinprick, each memory of their time together fluttering within her, impaled and lifeless. Maya couldn't breathe properly. She kept pacing, the hardwood floors cold beneath her bare feet. The apartment, once filled with their laughter, now echoed with a hollow emptiness. She needed to talk, to unravel the mess inside her. That's when she remembered. Mark’s name popped into her mind. He'd been the bane of her existence in middle school. Could he really help? She grabbed her phone and typed in his name. "Therapist, Dr. Mark Peterson."

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