The world felt muted. Colors seemed duller, sounds distant. She walked through her house, not seeing anything, existing only in a fog of despair. The furniture, the pictures on the walls, they were all reminders of what had been and what would never be again.

A parcel was left at her door, and she almost walked past it. It was from Ethan, a student who had always been a bit of a loner. She’d always worried about him. Now, she almost didn't want to open the box.

Inside, was a collection of carefully selected teas, along with a small, hand-painted wooden box. Inside the box, lay a single, perfect feather. A small note, neatly typed, read: "May it bring you peace." She sat down, slowly, and took a deep breath.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299