The antique writing desk, with its countless drawers and secret compartments, filled the study. His aunt planned to sell it. A profound sense of disorientation swirled within him, like being caught in a relentless current. The world's colors seemed muted.

β€œIt's not worth keeping,” she said, her voice flat. He felt a sharp pang, a physical ache in his chest, making it difficult to breathe. He wanted to beg her to reconsider, but the words wouldn't come.

He sat at the desk, running his fingers over the polished wood. The silence of the room was oppressive, broken only by the frantic beat of his heart. The past, once vivid and alive, now seemed to be vanishing, leaving behind a sterile emptiness.

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