Rain lashed against the windows, mirroring the tempest inside him. Sunlight had failed to break through the clouds, and the kitchen felt cold despite the heat blasting from the oven. He stared at the empty space where his car had sat the evening before, a metallic phantom imprinted on the damp asphalt.

"Damn it," he muttered, the words barely audible. He ran a hand through his hair, the gesture rough and impatient. The coffee tasted like ash in his mouth. He thought about the phone call, the impersonal voice reciting policy and procedures. Now he’d have to take the bus. He imagined the stares, the judgment of those who would know something was wrong.

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