The music was too loud, the party games too boisterous. Ava retreated to the balcony, the city lights blurring through the rain. She inhaled deeply, trying to find some sort of calm. The air was cold, a welcome contrast to the burning in her chest.

Across town, she knew, Daniel would be hosting his gaming tournament. The same day as hers. A themed murder mystery night. She'd put so much work into creating the immersive atmosphere, the cryptic clues, the delicious themed snacks. Now, the thought of it felt pointless.

She wrapped her arms around herself, trying to ward off the chill. She felt like a puppet whose strings had been cut. The laughter from inside, the clinking glasses, grated on her nerves. She longed for the comforting darkness of her own room, a space away from the noise.

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