The phone rang, its shrill noise tearing through the quiet. He ignored it. It kept ringing. Finally, he snatched it up, the sound grating on his nerves.

"Hello?" he snapped. It was his mother. "Yes, I saw it." The fallen willow, a weeping giant, had brought down the power lines and blocked the street.

He listened to her concerned chatter, her descriptions of the damage. He wasn't listening. He only saw the world as a place of ceaseless loss. He mumbled something in response.

He hung up, the silence returning with a vengeance. He went into the kitchen, found the bottle of whiskey, and poured himself a generous measure. He took a long, slow swallow.

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