The frantic barking woke her. Again. She dragged herself out of bed, the weight of the day already pressing down. Across the fence, the German Shepherd was merrily terrorizing her pristine lawn.

She thought of the photograph on her nightstand, the smiling faces, the shared future that now felt like a cruel joke. Her stomach twisted. The playful antics of the dog were a constant, painful reminder of the joy she couldn't seem to recapture.

She pulled on a robe, the fabric feeling heavy on her shoulders. She stood at the window, watching the dog, and a tear escaped, tracing a path down her cheek. The morning light seemed to mock her, full of life, of energy, a world she no longer belonged to.

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