He sat on the worn, wooden steps of his apartment building, the evening chill clinging to him. The city lights blurred through his watery eyes. Seeing his essay – the carefully crafted words detailing his childhood – on that website was like a punch to the gut. The world seemed to tilt on its axis.

He wrapped his arms around himself, trying to contain the tremors that racked his body. He felt a deep sense of wrongness, like a vital part of him had been stolen.

He should be happy. He should be celebrating. Instead, he felt hollow, empty.

He wished he could just vanish.

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