He was leaning against a pillar, arms crossed, looking impossibly handsome in his tailored suit. I had pictured this scenario a thousand times, each time ending with me composed and indifferent. Instead, my carefully constructed façade crumbled the moment I saw him. A wave of nausea washed over me.

My stomach clenched. I wanted to turn and flee, disappear into the floral arrangements, anything to avoid the inevitable. The music, a slow, romantic ballad, felt like a deliberate taunt.

"Wow, you look... incredible," he said as he saw me. His voice, once a source of comfort, now grated on my nerves. I met his gaze, forcing myself to hold it, to project some semblance of strength.

“And you,” I replied, my voice betraying the tremor in my hands. The room began to spin.

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