She sat slumped on the park bench, the autumn wind whipping strands of hair across her face. The park, usually a source of joy, now felt like a cruel reminder of their shared memories. She clutched a dog-eared copy of "Pride and Prejudice" to her chest, trying to find solace in the familiar prose. A small, folded photograph tumbled out - a faded snapshot of a couple laughing, faces obscured. On the back, a single word was scrawled: "Forever." The wind seemed to intensify, biting at her exposed skin. She felt a profound ache settle in her stomach.

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