I sat in the office, the air thick with unspoken apologies. My scholarship, my lifeline, was gone, the result of some administrative blunder. I couldn't even meet the administrator's gaze. My carefully constructed plan, the meticulous steps I'd taken to reach my goals, felt like a house of cards, now scattered by a single breeze.

I walked home, each footfall a lead weight. My apartment, usually a haven, felt like a cage. I didn’t eat dinner; the thought of food made me nauseous. The silence of the apartment was deafening, amplified by the relentless hum of the refrigerator.

I paced the small living room, my hands clenched into fists. I felt a burning sensation behind my eyes, a pressure that threatened to explode. The future, the one I had so eagerly anticipated, was now a desolate wasteland.

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