He’d asked for a beer. That was all it took – a simple, almost timid request that cut through the silence in the dive bar. Mark’s eyes, usually sparkling with wit and mischief, were flat, devoid of any light. He’d been like this for three days. Three days since Sarah, his supposed “soulmate,” had been spotted with a man identical to him, sharing the same laugh and even wearing a watch that he knew intimately. He took a long swig, the bitterness of the beer a poor substitute for the ache in his chest.

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