The office was a blur of activity, phones ringing, keyboards clicking. Sarah forced herself to focus on the spreadsheets, the numbers swimming before her eyes. The ache in her chest felt like a physical weight, pressing down on her.

Later that afternoon, a delivery man arrived, presenting her with a bouquet of mixed wildflowers. They were colorful and unruly, a stark contrast to the sterile environment of her cubicle. There was no note. Sarah felt a peculiar knot tighten in her throat.

She stared at the wildflowers, a vibrant jumble of color that felt somehow… wrong. She felt a pang of something akin to betrayal, a painful prickle behind her eyes. She leaned back in her chair, the scent of the flowers filling the air.

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