Julian sat on the park bench, watching the children play, but seeing nothing. His gaze was fixed on the stranger's leg. The tattoo, a near-perfect copy of his "Sunstone" design, pulsed with an unfamiliar energy. He felt the familiar weight of disappointment in his stomach.

He rubbed his temples, trying to ward off the throbbing headache. The air felt thin, his breath shallow. His art, his solace, was now on someone else. He had worked so hard, for what? His hands felt empty, his creative spirit, broken.

He wanted to scream at the sky, to demand answers from the silent heavens.

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