heartbroken - Story 62497 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art studio felt muted, the canvas facing the wall. Sarah felt a crushing weight. Her groundbreaking holographic art installation, years in the making, was now just a footnote. A rival artist, with far more resources, had copyrighted it first. A deep ache settled deep within her chest, a constant, dull throb.

She picked up a brush, dipped it in paint, and stared at the blank surface. The impulse to create, her constant companion, had fled, leaving her with the feeling of profound loneliness. She wasn't an artist anymore.

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
`S`	0.385
`😔`	0.359
`haunting`	0.349
`😢`	0.342

Suppressed:

`de`	-0.503
`la`	-0.455
`B`	-0.352
`🤓`	-0.332
`!`	-0.299