The flickering neon sign outside the diner cast long, distorted shadows across the table. Maya traced circles on the condensation of her empty glass. She’d written a furious, accusatory text, a torrent of unspoken grievances. She’d meant it for her best friend, who might understand. It went to *him*.

Her blood ran cold when she saw the three dots – the ominous indication of a reply being typed. A wave of dizziness washed over her. She buried her face in her hands, wishing she could rewind time, erase the last few minutes, the last few months, maybe even the last few years.

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