The silence in the house was deafening, broken only by the drip of a leaky faucet. Emily stared at the kitchen counter, the spot where the police had marked the bloodstains. The detective, a young woman with weary eyes, had been matter-of-fact. “Overdose…kitchen…her… right here." Emily felt sick to her stomach.

She walked through the house, each room triggering a fresh wave of nausea. The air seemed to have thickened, heavy with a suffocating sadness. She had dreamed of making this place a home, but now it felt like a mausoleum. The sunlight seemed to mock her.

She found herself clutching at her chest. She had wanted escape, a fresh start. Instead, she had inherited a tragedy, a heavy burden she didn't know how to carry. The weight of her new home seemed to press down on her, stealing her breath.

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