The sunlight streaming into the garage seemed to mock the darkness that had settled inside him. Daniel leaned against the workbench, the box of his schoolwork at his feet. His father had found it, tucked away in a closet. He opened the first folder, hesitantly. The edges of the papers were yellowed, brittle.

He felt the prickle of tears behind his eyes. He picked up a science project, a diorama of the solar system, made with construction paper and styrofoam balls. His mother had helped him with it, staying up late, guiding his hand as he glued the planets into place.

The memory was like a punch to the gut. The air seemed thin, difficult to breathe. He remembered the way his mother used to laugh, the sound of her voice echoing through the house. He felt a coldness spread through him, a desolate emptiness. He sat down heavily, the box of papers now a barrier between him and the rest of the world.

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