He found the listing late at night, a random click leading him to the website. The house. His childhood home. The one where everything happened. He squinted at the screen, the blue light harsh against his tired eyes.

A cold dread coiled in his gut. The photos showed a meticulously renovated interior, stripped of the character he remembered. He felt a sharp pang of… something he couldn't name. It was a physical ache, a tightness in his chest that made it hard to breathe.

He slammed his fist on the desk. He felt a raw, stinging emptiness, a sense of having lost something irreplaceable, something he hadn’t even realized he still possessed. The silence in his apartment felt deafening.

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