The doorbell rang, startling her. Her stomach lurched. She’d been ready, dressed, and waiting for the signal. The knock was the cue. Expectation, hope, and excitement had been all she'd known for weeks. Now, the face of her friend, bearing bad tidings, was a blur. She felt a numbness creep through her, starting in her toes and spreading upwards. The meticulously prepared spread on the table was a monument to her dashed hopes. The silence that followed the news was more deafening than any scream.

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