The news was a gut punch. A slow, painful contraction in her stomach, a feeling of being hollowed out. Lisa, a dedicated employee, found her carefully constructed world teetering on the edge of a precipice. The comfort of the familiar had been her shield, and now it was gone.

She observed the office with an unfamiliar detachment, the faces of her colleagues etched with a similar disbelief. She sat at her desk, unable to concentrate, staring at the screen. The task felt insurmountable. Every item on her to-do list seemed meaningless.

That evening, she found herself staring at the sunset, the vibrant colours offering no solace. She was alone with the thoughts she could not suppress, the anxieties she could not soothe. Everything was suddenly fragile.

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