The flickering airport monitor mocked Amelia with its relentless updates, each one a fresh wave of disappointment. The words β€œDELAYED” glared back, a cruel punctuation mark at the end of her dashed hopes. The wedding was happening now, miles away, the vows being exchanged, the dances beginning. She ran a shaky hand through her hair, a futile gesture of self-soothing.

Her phone buzzed. A picture of her best friend, radiant in white, popped up, a joyous smile. Amelia swallowed hard, the muscles in her throat tightening. She tapped the screen, but the words wouldn't come. She dropped her phone into her bag, the metallic thud a sound of finality.

The sterile air of the airport seemed to suffocate her. She walked towards the window, watching the planes come and go. Each departure felt like a personal insult, a visual representation of her isolation. A single tear escaped, tracing a lonely path down her cheek.

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