The champagne flute trembled in Leo’s hand. He saw her across the crowded reception hall, a splash of crimson in a sea of pastels. His stomach clenched, a vise tightening around his insides. It had been nearly a year, but seeing Sarah felt like a fresh wound, a raw ache in his chest.

He took a large gulp of the bubbly and tasted nothing. The music, a jaunty pop tune, felt like an assault. He longed for quiet, for the echoing emptiness of his apartment. He wanted the heavy feeling to lift, the crushing weight that settled on him every time he remembered.

"Leo?" A voice, kind and concerned. It was their mutual friend, Emily. He managed a strained smile. "You okay? You look like you've seen a ghost." He forced a laugh, a brittle, hollow sound. "Just a bit… overwhelmed."

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