The attic was a tomb of forgotten memories. Eleanor, while clearing out her late husband’s belongings, stumbled across a letter. It was written to her, penned decades ago, when they were first falling in love. She'd never seen it before.

Her breath caught in her throat as she read the familiar handwriting. “Every moment with you is a gift." A single tear traced a path down her cheek, leaving a glistening streak.

The grief, though softened by time, still clawed at her. The ache in her chest was like a persistent throb. The world seemed to blur.

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