The office building loomed, a concrete monolith against the setting sun. Michael knew he should be celebrating, but the celebratory drinks with the team at the law firm felt… wrong. He’d landed the senior associate position. His friend, David, hadn’t.

He pictured David’s face, the easy grin that always lit up his features. They had gone to law school together, shared late-night study sessions, and dreamed of building their careers side-by-side. The ache in his chest was a constant companion.

The elevator doors opened, and he stepped into his apartment, the silence amplifying the thrumming in his ears. He thought of David's laughter, the way he'd always found the silver lining. Now, there was just the emptiness. He wanted to call, but didn't know what to say.

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
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276