β€œAnother delay, sir?” The gate agent's voice was polite, but Michael wanted to scream. His daughter's recital. His child was depending on him. He nodded, unable to speak, the words stuck in his throat.

He slumped onto the hard plastic chair, his shoulders slumping. He felt a searing pain in his stomach. The bright lights of the terminal seemed to magnify the emptiness inside him. He felt like the ground had just fallen away from him.

He pictured his daughter's face, the excited gleam in her eyes, the joy she would feel to see him. That image was a knife, twisting in his chest. A single tear escaped, running down his cheek and lost in his beard.

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