He stared out the window of the hotel ballroom, watching the city lights blur through a film of unshed tears. The festive atmosphere felt miles away, a world he could no longer inhabit. His father, up on the stage, was delivering a thank-you speech, his voice booming with happiness.

He ran a hand through his hair, the gesture doing little to soothe the tightness in his chest. He felt a profound sense of isolation, a chasm opening up between him and the rest of the world. He kept replaying the events of the last few months, the decisions that had led them to this moment.

The music started again, and the dancing resumed. He turned away from the window, unable to bear the cheerful sight any longer. He slipped out into the night, the darkness offering a small measure of anonymity.

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