He stared at the medication, the tiny pills reflecting the overhead light. They weren't his. He wasn’t supposed to take them. The reality of the error settled over him like a shroud. He felt a deep, unsettling sadness wash over him.

He felt the sudden, crushing weight of the unknown, the fear of a life not his own. The world, once vibrant and full of possibility, now appeared dull and lifeless. He felt utterly drained, all his enthusiasm gone. He just sat there, frozen, the pills mocking him.

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