β€œThere’s been a mistake,” the words repeated in Ethan's head, each iteration a fresh wound. His scholarship, the golden ticket to his dream university, was now invalid. He’d worked so hard, sacrificed so much. It felt like a cruel joke.

He found a secluded bench near the lake on campus. The gentle lapping of the water, usually soothing, only amplified his inner turmoil. He pulled his jacket tighter around him, even though the air wasn't cold. He hugged himself, as if trying to physically contain the despair that threatened to engulf him.

The sky was a perfect, cloudless blue, the kind that always lifted his spirits. Not today. Today, the beauty of the world felt like a cruel reminder of what he had lost. Each breath was an effort, each moment an eternity. The future stretched before him, an empty expanse, devoid of promise.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299