The stale scent of old metal and forgotten hopes filled the air as David stepped inside. He had spent the last week in a daze, barely eating, barely sleeping. The world was a monochrome movie, devoid of light. This was a desperate gamble, a long shot in a sea of despair.

He spotted the ring almost instantly, catching the faint reflection of the window light on the setting. He knew it at once. He could picture her, his grandmother, wearing it, the sparkle of the stone mirroring the light in her eyes. The emotion was so strong, so powerful, it knocked the air from his lungs.

The shopkeeper, a man whose gaze felt like a physical touch, waited patiently. David swallowed, trying to find his voice.

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