The sunlight was harsh, the air thick with the scent of hot dogs and gasoline. Liam, sunglasses perched precariously on his nose, scanned the offerings. He was searching for something, anything, to distract him. That's when he spotted him: Archibald, or what was left of him, sitting beside a box of old VHS tapes. Archibald, the bear his mother had given him before she… before she left.

A sudden, sharp pain lanced through his side, like a physical manifestation of his emotional state. He felt the familiar pressure behind his eyes, a threat of tears. The price tag read β€œ$2.00.” The seller, a man in a stained baseball cap, eyed him with a bored expression. Liam paid and quickly grabbed the bear.

He clutched it tight, feeling the familiar weight of the bear against his ribs, of memories flooding back. He needed to get away, to be alone. He walked, head down, feeling the hot sun on his back, the ache in his chest growing with each step.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299