The lawyerโ€™s call had been short, clinical. Mark had barely been able to comprehend the news. His hands trembled as he poured himself a glass of whiskey, the amber liquid sloshing over the side. The familiar burn in his throat did little to soothe the knot of anxiety twisting in his gut.

He sat in his favorite armchair, staring out the window at the bleak landscape. His divorce was finalized only last week. Now, this new piece of information about a sibling only amplified the constant ache in his soul. He felt a profound sense of isolation, as if he were adrift in a vast, uncaring ocean.

He squeezed his eyes shut, trying to fight back the tears that threatened to spill over. He felt lost and completely without a lifeline.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224