The air was stagnant, thick with the weight of unspoken things. I climbed the rickety stairs, each creak a complaint. Every task felt impossible.

A box overflowing with old love letters sat in the corner. I couldn't bring myself to even open it. I knew what would be inside: hope, dreams, and the inevitable sting of loss.

Suddenly, I felt a terrible pressure in my head, a tension that threatened to unravel me. I turned and fled back down the stairs, leaving the box unopened, the attic unexplored.

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