The scent of chlorine hung in the air at the pool, a sharp, unwelcome reminder of better days. Sam watched the other swimmers, feeling a hollow ache in his chest. He felt adrift. He checked his phone, a useless gesture of habit. "Coach Miller started following you." His swim coach. He hadn't posted anything, but he knew Coach Miller, being a keen observer, would notice something was off. The way he was less energetic, the way his eyes held a lost look. He just wanted to sink.

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