"So, how's it going?" his wife asked that night. He shrugged, avoiding her gaze. The question was a punch to the gut. He could barely bring himself to speak, so he turned to his phone, scrolling through old messages from his team.

Food tasted like ash in his mouth. He picked at his dinner, the vibrant colors of the meal failing to hold his attention. Each bite felt like a chore. He felt too tired to sleep, his mind racing through the events of the day, magnifying every small detail.

He found himself sitting up in bed, staring at the ceiling. The silence of the house was oppressive, mirroring the emptiness he felt inside. He felt a profound sense of loss, a longing for something that was irrevocably gone.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. 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 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276