He slammed the apartment door shut, the force of it echoing through the empty hallway. His shoulders slumped, his steps slow and heavy as he sank onto the worn sofa. The air in the living room felt thick, suffocating. He’d just seen the notice, the cold, impersonal announcement.

The weight of it pressed down on him, stealing his breath. This wasn’t just an apartment; it was the final tangible link to her, to their life together. Every chipped plate, every faded photograph on the wall, whispered her name. The thought of starting again, of rebuilding a life without her, seemed an impossible task.

He picked up a framed picture of them, their smiles bright and carefree. A sob caught in his throat. He clutched the frame tightly, as if he could somehow hold onto the past.

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