He slammed the car door a little too hard. The metal echoed in the quiet street, a sharp retort to the evening's events. The world felt muffled, distant, as if viewed through a rain-streaked windshield. He shoved his hands deep into his pockets, the rough denim a small comfort against the rising tide of discontent. He just wanted to go home and climb into bed.

He saw the other man. Leaning against a lamppost, jaw clenched, staring at the restaurant. His posture was familiar, the same way he’d been standing just moments ago. He took a deep, shaky breath. A slow burn of something akin to loathing began to spread through him.

"You too, huh?" the man asked, his voice low and devoid of warmth. They exchanged a look, a shared understanding passing between them, a silent acknowledgment of the tangled web of deception.

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