Her neighbor, a woman with a perpetually optimistic demeanor, presented her with the request. The words washed over her, barely registering. She stared at the manicured lawn, the perfect symmetry of the flowerbeds. It was a world she no longer belonged in.

She simply nodded, her hand automatically pointing towards a corner of the yard. The woman's cheerful response, filled with plans and excitement, felt like a cruel mockery. She retreated indoors, the click of the door echoing in the cavernous silence. She sat on the floor, surrounded by the remnants of a life that was now lost, and waited for the pain to subside.

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