"A sister," I whispered, the word tasting like ashes in my mouth. My apartment, usually a sanctuary, now felt like a prison. The silence was deafening, broken only by the frantic beat of my own heart. The news had dropped on me, right after the break up.

I wandered aimlessly through the rooms, touching objects that once held meaning, now imbued with a sense of emptiness. The photographs on the wall seemed to mock me with their cheerful smiles. I felt a profound sense of incompleteness, as though a vital piece of my life had been stolen.

I sank onto the bed, the covers twisted and tangled. The weight of the news was crushing, and I felt paralyzed by the overwhelming uncertainty of it all.

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