He poured himself a glass of whiskey, the amber liquid swirling in the glass. The renovations next door had started the same week she left. The scent of fresh-cut wood only amplified his misery.

He sat on the porch, the setting sun painting the sky in vibrant hues, a beauty he couldn't appreciate. Each strike of the hammer, each saw's rasp, was a new blow. His head throbbed.

He took another swallow, the burn a temporary distraction. The house felt empty, silent except for the rhythmic beat of the construction. He wanted the work to stop. He wanted to rewind time, to undo everything.

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