The city blurred around her, each car a mechanical beast, each face a stranger. Sheโ€™d always envisioned a joyous reunion, a burst of laughter, a comforting embrace. The reality was a crushing weight in her chest. She had finally learned his address, after all that time. She knew exactly where he lived. But it made no difference. He wasnโ€™t at home.

Her throat tightened. Every street corner, every building, seemed to mock her with the absence of his presence. She wandered aimlessly, the pavement hard beneath her feet. The vibrant energy of the city, once so exciting, now felt like a taunt. Each passing moment was a fresh, searing agony.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299