The notification pinged, and Maya froze. The small, unassuming bubble on her phone contained a world of potential, or, now, its opposite. With a shaky hand, she tapped it open. The words, "We regret to inform you," swam before her eyes.

The air seemed to thicken, making it difficult to breathe. She felt a sudden, desperate urge to flee, to run away from the confines of her small dorm room and the crushing weight of disappointment. She pushed herself away from the desk, her legs clumsy and uncertain, and stumbled towards the door.

She needed to be outside, to feel the sun on her skin, anything but this suffocating sense of despair. The world beyond her door looked bright and impossibly distant.

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