Rain lashed against the windows, mirroring the tempest inside Amelia. She stared at the meticulously arranged stamp collection, her fingers tracing the delicate perforations. Her son, Leo, had inherited her passion for philately, a hobby that had once been her solace. Now, it was a constant, painful reminder.

The room, usually filled with the gentle rustling of paper and the soft click of tongs, was quiet except for the drumming rain. Leo was upstairs, in his room, surrounded by her meticulously curated albums, the ones she had spent years building. The collection was now his.

She found herself, almost instinctively, reaching for a magnifying glass, but her hands dropped to her sides. She felt a profound emptiness. She’d always envisioned sharing this with Leo. She had. Now, it was just… different.

A hollow ache settled in her chest. She wished she could find some common ground again.

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