The brutal critique – β€œa culinary train wreck” – cut deep. Chef Vivian crumpled the review, the paper becoming a tight ball in her trembling hand. She felt the sting of tears behind her eyes. The restaurant, her lifeline, her escape, was failing.

She leaned against the cool wall, seeking some semblance of stability. She hadn't eaten anything all day. The ache in her heart, a constant companion since his passing, intensified. She felt lost, adrift in a sea of despair.

She looked at her reflection in the darkened window. It wasn't just the review, she realized. It was everything. She missed him so much.

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