He paced the empty rooms, his footsteps echoing in the hollow space. Dust motes danced in the shafts of sunlight that pierced the grimy windows. The air was thick with the ghosts of laughter and whispered secrets. Liam ran his hand across the banister, feeling the smooth wood beneath his fingers. He remembered sliding down it as a child, his giggles echoing through the house. Now, the echoes were of silence, and a deep ache resonated within him. He felt hollow, as if a part of his soul was being ripped away.

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