The listing appeared on his feed, an unwelcome intrusion. The house. The place where he grew up. He took a long, slow breath, trying to steady himself. He felt a knot twist in his stomach, a physical manifestation of his inner… something.

He clicked on the link, reluctantly. The photos were crisp, clean, and utterly foreign. He didn't recognize it. It had been so long. He should have gone back. He should have…

He closed the browser, the images burned into his memory. He felt a crushing weight, a profound sense of loss, and a hollow ache that settled deep within his chest. He felt as if a part of him had been stolen.

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