The world was gray, a monochromatic landscape mirroring the hollowness inside. The shattering of the tree, an event he heard through the wall, was a mere reminder of what felt irrevocably broken. He felt a deep, unyielding fatigue that seeped into his bones.

His fingers traced the edges of the chipped paint on the window frame. He was exhausted. The prospect of even the simplest chore filled him with a crushing sense of dread. He wanted to do nothing, be nothing.

He heard the neighbor, Mr. Garcia, yelling for help. The sound was a grating, irritating reminder of the things he couldn’t do and the expectations he couldn't meet. He pulled the covers over his head and waited for the day to end.

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