He didn't cry. He wouldn't allow himself to. Instead, David walked to the park, the letter crumpled in his pocket. The news, a cold, hard fact. He found a bench beneath a large oak tree and sat.

He gazed at the children playing, the happy families picnicking, the easy, carefree laughter. He felt a profound sense of difference, of being on the outside, looking in.

He closed his eyes, the image of his future, so carefully constructed, now shattered, a painful, splintered reality. He felt the sting of tears behind his eyelids but refused to let them fall.

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