It was the culmination of everything. Years of writing, countless revisions, late nights fueled by coffee and desperation. She thought she'd finally made it. The magazine lay open on her kitchen table, the words she'd crafted staring back at her, but under a different name. "The Crimson Tide," was the name of the article. “By Elias Thorne.” She pushed her chair back, the scrape against the linoleum loud in the quiet kitchen. She walked to the window and stared at the setting sun, its vibrant colors lost on her.

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