The sunlight sliced through the blinds, a cruel reminder of the new day. Leo pulled the covers over his head, wishing he could stay hidden away. He hated sunlight. He hated everything. On his kitchen counter was a package bearing the name "Ms. Iris Thorne." He vaguely remembered her, a whirlwind of energy who’d been gone for months. He didn’t know why the postal service kept sending things addressed to her. He picked it up with a heavy sigh, and threw it in the trash. The cardboard crinkled, a small sound in the vast stillness of his loneliness.

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:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224