The silence in her apartment was deafening. The only sound was the rhythmic ticking of the grandfather clock her grandmother had given her. It felt like an accusation. She picked up a copy of "Jane Eyre" she’d bought at a thrift shop, the cover a lurid shade of yellow. As she flipped through the pages, a dried leaf, brittle and brown, fell out, along with a bookmark inscribed with a single name: "Liam." A sob escaped her lips. The unfamiliarity of the name, the discarded sentiment, was a sharp jab to her soul. She just wanted it to end.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299