The announcement was a punch to the gut. Sarah reread the email, each word a fresh wound. Six years. Six years of laughter, late nights, and the satisfaction of building something meaningful at BloomTech. Her hands trembled as she clutched her phone.

The air felt heavy, suffocating. She felt a profound sense of loss, a hollowness that echoed through her very being. The vibrant office, once a source of joy, now felt like a prison. The colourful walls seemed to close in.

She drove home, the familiar route suddenly unfamiliar. Tears blurred her vision. The silence of her apartment was deafening. She couldn’t bring herself to eat. Every object held a memory, a reminder of what was slipping away.

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