The world was shrouded in a permanent fog. The pain, relentless. Liam sat on the porch, watching the rain fall, the sound a constant reminder of the emptiness inside. He couldn’t seem to find any solace.

His grand-niece, Olivia, loved to draw. Her pictures adorned the walls of the house, vibrant bursts of color. One afternoon, Olivia showed him a drawing of a being with mismatched parts and a kind expression.

"This is Mumbles," Olivia announced. "He says he misses you." Liam felt a strange tightening in his chest. Mumbles. His childhood imaginary friend. The one who had always been there. The memories resurfaced with a painful clarity.

He forced a smile. "He does, huh?" Olivia nodded, completely unaware of the well of emotions the drawing had unearthed. The ache he felt was a physical thing.

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