The diagnosis echoed in her ears, each word a nail in the coffin of her hopes. A slow, relentless disease. She stood at the window, watching the rain, feeling the cold seep into her bones. Her future, once bright, now seemed a bleak and distant horizon.

Her nephew, Ben, presented her with a drawing. "Auntie, look! It's Whiskers! He's making a wish!" The drawing showed a creature with cat ears and a long, curly tail. Whiskers. Her childhood protector.

She stared at the drawing, the colors swimming before her eyes. The simple, innocent image only intensified the feeling of despair. She wanted to be left alone. "Thank you, Ben," she whispered, her voice barely audible.

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