He had vanished. Just like that. Liam found the note on his desk, scrawled on a yellow legal pad: "Gone. Best of luck." His hand trembled as he traced the faded ink. The air in his tiny apartment felt thick, heavy, like a suffocating blanket. He slumped onto his bed, the weight of his limbs making the mattress dip. He felt a dull ache behind his eyes, a pressure that squeezed the air from his lungs. Hours passed in a hazy blur. He couldn’t seem to move, the world outside his window suddenly distant, muted.

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