He stared at the boarding pass, the ink blurring slightly from the tears that had already fallen. His grandmother’s funeral. He was supposed to be there. The plane was late. He had been given a cold cup of coffee by a disinterested attendant. He sat down and put his head in his hands, unable to lift it.

His stomach clenched, a physical manifestation of the agony that was ravaging him. The announcements blared, a constant reminder of the delay. He felt a deep, dull ache in his chest, a sensation that had settled in his bones. It was as if a part of him had been torn away, and he could do nothing but wait.

He thought of her face, of her gentle hands, of her love. It was all a memory now. Each passing minute was a chisel, carving away at his composure. He felt hollow, as if the life had been stolen from him.

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