The scent of her perfume, once a comfort, now felt like a phantom limb. He sat on the front porch, the porch swing creaking with each nervous movement. The soft glow from the street light cast long shadows around him. It had been weeks since he'd last felt a moment of peace.

He had found a textbook in the trash, covered in her handwriting. She had started taking lessons. In Swahili. A language he didn't know. He'd thought their future was secure.

The knot in his stomach tightened with every tick of the clock. He felt as though he was slowly drifting away from everything he held dear. The world had tilted on its axis, leaving him utterly adrift. He swallowed hard. The air was heavy, the silence unbearable.

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