The sun beat down on the pavement, baking the already dry air. He scanned the tables, searching for something, anything to take his mind off things. A wave of despair washed over him as he saw him. Sitting amongst a collection of chipped mugs and broken toys, was Brownie, his beloved childhood bear.

A knot formed in his throat, making it difficult to swallow. He remembered the countless hours spent with Brownie, the shared secrets and unspoken comforts. He felt a deep ache in his chest, a physical manifestation of his sorrow. The woman running the sale was old, her eyes weary. "Five dollars," she said, her voice raspy.

He paid without haggling, his hand trembling as he reached for the bear. He clutched Brownie to his chest, the familiar scent of old cotton and childhood flooding his senses. The world swam before him. The walk home felt like an eternity.

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