The house felt different now. Less inviting, more…watchful. Amelia wandered through the rooms, her footsteps echoing unnaturally in the sudden quiet. The detective had been so clinical, rattling off the details of the crime as if it were a mundane transaction. But the images he painted, the fear, the violence—they were seared onto her memory. She paused in the bedroom, staring at the empty space where she’d planned to hang her favorite painting. Now, the walls seemed to whisper secrets, the silence amplifying the unseen horrors. She ran her hand over the smooth, cold doorknob, feeling a shiver crawl down her spine.

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