Chef Emilia stared at the review, its judgments sharp and precise: "Uninspired," "lacking finesse," "a pale imitation." She felt a sudden, burning heat in her chest. She had put everything into this restaurant, into every dish. She had to take care of her brothers. She'd promised her mother.

She slammed her fist against the counter, the force making her hand sting. The silence that followed was oppressive. She felt the well of sorrow rise within her, a tide threatening to overwhelm her. The critic’s words were nothing compared to the emptiness she felt.

She thought of her childhood, the scent of her mother's baking. She was alone, so terribly alone.

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