The small, leather-bound notebook was tucked away in the back of the bookshelf, and Sarah almost missed it. Inside, meticulous records of investments, hidden accounts, and assets he had never mentioned. The shock rippled through her, leaving her feeling utterly hollow.

She wandered through the house, each room suddenly feeling alien, unfamiliar. She sat at the piano, her fingers hovering over the keys. Usually, music soothed her, but now, it felt impossible to even think of playing. The world outside the window seemed muted, grey and desolate.

She felt a wave of nausea, the room spinning slightly. She covered her face with her hands, the silence pressing in around her.

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