"She's finally getting the recognition she deserves," his mother had said, voice thick with a forced enthusiasm. Maya hadn’t spoken a word since. The vibrant colors of the unauthorized exhibit seemed to be suffocating her. Each brushstroke, a memory; each texture, a ghost of her touch. Now, they were a stranger's achievement. The room swam, and a strange buzzing filled her ears. She pressed her fingers to her temples, fighting back a wave of nausea. The exhibit’s success felt like a personal failure, a betrayal of the purest kind.

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