The house felt too big, the silence too loud. Emily, her heart a leaden weight, moved through each day in a daze. Her son's absence filled every corner of her world. Every photograph, every memory, a searing pain.

Her niece, Maya, was staying with her. Maya’s drawings covered the fridge, colorful depictions of fantastical creatures. One day, Maya handed her a picture of a being with multiple arms and a single, glowing eye.

“This is Glitch,” Maya said. “He wants to give you a hug.” Emily felt her chest tighten, the pressure almost unbearable. Glitch. The protector, the confidant of her childhood. The drawing brought back memories and a longing so deep it left her breathless.

"He does, does he?" Emily managed to say, her voice cracking. Maya nodded, oblivious, and skipped off to play.

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