The sudden darkness had thrown a blanket over everything, not just the physical world but his mood as well. Michael stared up at the ceiling, trying to ignore the way his shoulders were stiffening. He let out a curt laugh. “Just my luck,” he said, his voice clipped.

He rubbed a hand across his face, trying to scrub away the weariness etched there. He was exhausted. He had a million things on his mind, from the missed promotions to his messy personal life.

The lack of movement grated on him. He felt trapped, not just in the metal box, but in a cage of his own making. He knew he was being difficult. He just couldn't shake the bitterness that had been simmering for months.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. 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 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330