"You bought a what?" His sister's words rang in his ears. It didn't take long for him to discover his new house's dark history: a woman had disappeared within its walls years ago, never to be found. Just recently, he lost his brother.

He ran his hands over the smooth wood of the dining table, the sunlight catching the dust motes dancing in the air. He had envisioned dinner parties, laughter, life. Now, the room felt hollow, the air stale.

The silence of the house was deafening, broken only by the frantic beat of his own heart. He wrapped his arms around himself, as if trying to hold himself together, trying to stop the world from crumbling.

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