The words on the page blurred and swam. He blinked, trying to focus, but the black letters seemed to mock him. The apartment, her and his haven for so long, was now at risk.

He wandered through the rooms, touching the surfaces of furniture they’d chosen together. Each object held a memory, a ghost of her presence. The walls seemed to close in on him, suffocating him with the weight of his loneliness.

He slumped onto the floor, his back against the cold wall. He felt utterly and completely lost. He wished he could simply vanish.

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