Rain hammered the window, mirroring the relentless drumming in Ethan's chest. He hadn't slept properly in days. The offer of cutting down the tree felt like a prelude to more bad news. He hadn't been able to eat, and his throat was tight. He felt a profound sense of helplessness.

He shuffled to the door, the floorboards groaning under his weight. Mr. Davies stood on the porch, a polite smile plastered on his face. Ethan could smell the damp earth clinging to his neighbor's work boots.

"Morning, Ethan," Davies said, his voice cheerful. "About that old maple…" Ethan felt a wave of nausea, his stomach churning. He could only manage a small nod. He wanted to go back inside, to hide under the covers and let the world fade away.

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
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224