Rain lashed against the windows of the car, mirroring the storm raging within her. Sheโ€™d always loved this place, even when it was falling apart. The peeling paint, the creaking floors, the quirky layout โ€“ it was all her. But now, it was somebody elseโ€™s problem. She watched, motionless, as the workers started to remove the roof, exposing the interior to the elements.

A wave of nausea washed over her. She gripped the steering wheel so tightly her knuckles ached. This house held all her secrets, all her triumphs, all her failures. She felt as though she was losing a part of herself.

She took a shaky breath, trying to force herself to remember the good times, the laughter, the love. But all she felt was the cold, hollow ache of absence.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224