He’d known, of course. Deep down, he’d always known. But hearing it, the simple, matter-of-fact tone in which Maria told him she was leaving, was like a physical blow. James felt the color drain from his face, leaving him feeling cold and empty.

He excused himself from the crowded bar, needing air. He stumbled outside, the neon lights of the city suddenly blinding. He leaned against the brick wall, the rough texture a poor comfort against the sudden, sharp hollowness in his chest.

He closed his eyes, his mind replaying the last few years, a highlight reel of shared laughter and inside jokes. They were all going to become just memories. He opened his eyes, and the world looked distorted.

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