The silence in the house was deafening, broken only by the rhythmic tick of the grandfather clock. The absence of laughter, of her father’s booming voice, hung in the air. Michael was aimlessly scrolling through TikTok, the meaningless videos offering little comfort. Then, a follow notification flashed on the screen. "Mrs. Evans started following you." The art teacher. He felt a jolt of alarm. He checked his followers. She wasn't just following; she’d liked his most recent post – a sketch of a wilting sunflower, captioned with a single, dejected emoji. He quickly closed the app, the image of his art teacher's profile burned into his mind.

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