The hum of the sewing machine was a constant soundtrack in Emily's life, a rhythmic beat of creativity. She had loved sewing. She loved making clothes. Her daughter, Olivia, had transformed Emily's pastime into a bustling design studio.

Emily sat in the corner of the room, surrounded by bolts of fabric, her hands idle. She watched Olivia, a whirlwind of energy, sketching designs, cutting fabric, overseeing a team of seamstresses. The old sewing machine sat in the corner. Emily's creations used to fill their home. Now, Olivia was the designer, the one with the talent.

Emily felt a deep sense of loss. She felt like an outsider in her own house. She did not know what to do with the feeling.

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