The letter arrived, crisp and formal. My sister's handwriting, usually bold and confident, seemed hesitant on the page. She was embracing Wicca. I slammed the letter down on the table, the paper fluttering to the floor.

The air in the apartment felt thick, heavy. I wandered aimlessly from room to room, touching objects, searching for some anchor in the storm of feelings raging inside me. The photographs on the mantelpiece, capturing happier times, felt like cruel reminders of what was lost.

I wanted to scream, to break something, anything to relieve the pressure building inside. The silence, punctuated only by the frantic beat of my own heart, was unbearable.

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