"Well, this is awkward," Michael muttered under his breath, watching Chloe approach. He pretended to study the intricate floral arrangements, anything to avoid eye contact. The air seemed to have thickened, making it hard to breathe. He felt his hands begin to sweat.

He remembered her smile, the way her eyes crinkled at the corners. The memories were a punch to the gut. It felt like a year ago, not three, that they'd spent the summer at the lake together. He felt the phantom weight of her hand in his.

She was close now. He chanced a glance. She looked beautiful. Too beautiful. He felt a sudden, desperate urge to flee, to disappear into the crowd. "Hi, Michael," she said, her voice soft, and his carefully constructed composure cracked.

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