The apartment felt vast and empty. The silence was deafening. Sarah found the list tucked between the pages of her motherโ€™s favorite novel. "Visit Paris, plant a rose garden, tell my daughter how proud I am." Sarah re-read the third item, her breath catching in her throat. She stared at the words, unable to fully process the emotions surging through her. She ran her fingers across the page, seeking a connection to the woman she had lost. The air felt thin, making it difficult to breathe, as if something vital had been torn away.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299