He stared at the old photograph, the edges softened with age. He’d found it tucked away in a box in the attic: himself, a skinny kid with scraped knees, and Sarah, her hair a riot of sunshine, perched on a swing set. He’d brought it to her, a hopeful offering, a key to unlock the past. She'd looked at the picture, her expression blank, and said, "I don't remember you."

He hadn't slept properly since. He paced his apartment, restless energy churning inside him. The silence of the apartment was deafening, broken only by the frantic beat of his own heart. He picked at the corner of the photograph, a small piece of paper tearing loose as he ran his fingers over it, over her face.

Every surface in the apartment seemed to gleam in the dim light, the dust motes dancing in the air like mocking reminders of what had once been. He felt a hollowness spreading, a space carved out where happy memories should be.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276