The apartment felt too large, the silence too loud. Maya sat on the floor, surrounded by scattered notes and prototypes. Her "Smart Home Health Monitor" was destined for the scrap heap of failed ambitions. Another company had, with brutal efficiency, taken her ideas and made them their own. She felt the tears starting, but she blinked them back, biting hard on her lip. She'd sold everything to fund this project, now, she was left with nothing but a void. She picked up a small, unpainted wooden doll, a relic of her childhood, and hugged it close, a silent plea for solace.

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