The weight of the world had settled on Maya's shoulders, crushing her. She tried to eat lunch, but the food felt like sawdust in her mouth. She pushed the plate away, the aroma of the sandwich, once appealing, now nauseating.

She'd spent the last year working closely with Dr. Anya, the only woman in the department. Dr. Anya was more than just an advisor; she was a beacon of support, a source of unwavering belief. Now that beacon was being extinguished.

Maya kept replaying the conversation in her mind, the details etched in her memory. She was in denial. Why hadn't she been consulted? The world tilted; the hallway became a blurring mess of colors. Each step felt labored, and she had to fight the rising tide of tears threatening to spill over.

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