The house felt cold, even with the thermostat cranked up. I sat on the floor of the closet, surrounded by my mother's clothes, the scent of her perfume lingering in the air. Thatโ€™s when I found itโ€”a crumpled piece of paper tucked inside her favorite scarf. "Learn to play the piano." "Walk on the beach at sunset." "Tell my daughter the truth." My breath hitched.

I traced the words with my finger, a strange mix of disbelief and resentment washing over me. I felt a tightening in my chest, a physical ache. Why now? Why this?

I picked up the scarf, burying my face in its soft folds, the familiar scent both comforting and devastating. I felt utterly adrift. I just wanted to disappear.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224