The sun was shining, but Leo’s world was shrouded in gray. He reluctantly went to collect the mail, the bright, cheerful facade of his neighborhood mocking his internal state. The vibrant colors of the birthday card in the pile felt like an insult.

He stared at it for a long moment, the unsigned message a cruel reminder of how little he meant to anyone. He crumpled the card in his fist, a small act of defiance.

He dragged himself inside. He knew he should eat, but the thought of food made his stomach churn. He threw the crumpled card into the trash, the sound echoing in the otherwise silent room.

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