The weight of the impending news settled onto Leo's shoulders like a physical burden. He wandered through the familiar quad, each building a painful reminder of what he was losing. The library, where he’d spent countless hours. The lecture halls, now echoing with the ghosts of past classes. He dragged his feet, kicking at a loose pebble, the mundane action doing little to alleviate the ache in his chest. The sunshine seemed dull, the vibrant autumn leaves lacking their usual charm. He sat down heavily on a bench, head in his hands, utterly lost.

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