The basement was a labyrinth of shadows and forgotten things. Mark had inherited his grandfather's belongings, a task he’d been putting off for months. He felt a profound sense of sadness every time he thought about it.

He uncovered the letter tucked inside a toolbox. A draft of his grandfather's resignation. The details of the accident, the loss of his friend, the way it had all changed him. The ink had faded, but the message was clear.

Mark sank onto an old, rusted metal chair, the letter trembling in his hands. He felt a crushing weight on his chest, a feeling of desolation he couldn't shake. He let out a shaky breath, the air thick with unspoken words. He stared at the floor, unable to make eye contact with anything.

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