The silence of the apartment was suffocating. Michael sat in the dark, the flickering light of the television the only illumination in the room. His girlfriend had left him, taking everything that had previously filled the apartment, leaving nothing but hollowness. The food he'd tried to eat tasted like cardboard.

His cousin's daughter, Chloe, burst in, her face alight with excitement. She held up a drawing, showcasing a creature he recognised instantly – a fluffy blue dragon with mismatched scales. “It’s Fluffy! He’s flying to the moon.”

Michael felt a sharp stab of something akin to jealousy. Fluffy. A childish comfort that now seemed impossibly distant. He couldn’t bring himself to speak, simply turning away. His eyes stung.

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