He picked at the dinner on his plate, the food tasteless, the conversation forced. The silence between them, thick and suffocating. He excused himself, claiming a headache, and retreated to the guest bedroom. The house felt like a mausoleum.

Her dresser, always immaculate, contained a secret compartment. A small, velvet box. Inside, a platinum ring, exquisitely crafted, and an accompanying invoice. Next to it, a bank statement, listing an offshore account. The world seemed to tilt on its axis. He felt the blood drain from his face.

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