The silence of the house was crushing. Every tick of the grandfather clock in the hallway seemed to mock her. Eleanor stared blankly at the untouched breakfast on the table, a testament to her lack of appetite. Her eyes stung.

A shadow fell across the window. She saw Mr. Franklin, standing in his yard, pointing towards the towering pine tree that straddled their property line. She knew what was coming. She gripped the edge of the table, her knuckles white.

β€œEleanor, can we have a quick chat?” His voice was polite, almost cheerful, which only made it worse. She wanted to scream.

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