Rain lashed against the windows, mimicking the tears he refused to shed. Elias stared at the crayon drawing his niece, Lily, had proudly presented. It was a crude depiction of a stick figure with impossibly large, mismatched eyes standing beside a girl with a beaming smile. He recognized the girl: Lily, of course. But the stick figure… it was Bartholomew. The imaginary friend he'd invented to combat the loneliness of his own childhood. Bartholomew, with his perpetually tilted head and the mismatched socks he’d always envisioned him wearing. A fresh pang of sorrow coiled in his gut.

He excused himself, murmuring something about needing to step outside for some air. The damp, cold air did little to soothe the tightness in his chest. He kicked at a loose stone on the sidewalk, the sound echoing in the otherwise empty street. His gaze drifted to the house across the street, where his ex-partner, Sarah, lived with their new family.

The light from their living room window cast a warm, inviting glow. He clenched his jaw, the ache in his heart a dull, persistent throb. He turned away and walked back into the house.

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