The cold, metallic tang of fear filled the apartment as Clara read the document. Her hands trembled, and she dropped the paper, letting it flutter onto the worn rug. The silence in the room was deafening.

She felt like she was trapped in a nightmare. Everything seemed to blur, the edges of reality softening. She wandered through the apartment, touching objects as though saying goodbye.

The thought of moving, of starting over, seemed impossible. She felt as if she was a ship lost at sea. She curled up on the couch, pulling the worn blanket around her, and her body began to shake.

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