He saw the old woman approaching, her face wrinkled, her eyes twinkling with kindness. She asked if she could use a small section for a vegetable patch. He almost refused, the request igniting a fire of anger in him. It felt like an assault, this casual disregard for the gaping hole in his life. He grunted an assent.

He stood in the doorway, watching her, each movement bringing him more pain. The sun felt searing against his skin, the world itself felt too loud. He gripped the doorframe, trying to remain upright, battling the sudden wave of nausea.

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