He'd promised. He'd sworn. Maya traced the outline of a crack in the ceiling, her fingers tracing the imperfections. The emptiness of the apartment was a tangible thing, suffocating her.

The doorbell chimed. She almost didn't answer, anticipating another disappointment. But the persistence of the noise won out. A delivery person stood there with a basket overflowing with lavender. A fragrant cloud enveloped her. No card.

She brought the basket inside. The scent, meant to soothe, felt cloying. She sat on the floor, the lavender surrounding her like a fragrant prison. She picked up a sprig, crushing it between her fingers. The aroma of crushed lavender was a poor comfort, and the world seemed a little bleak.

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