The drive home was a blur of red lights and honking horns, each sound grating on his already frayed nerves. He gripped the steering wheel so hard his knuckles ached. "The Spicy Spoon… Closed Indefinitely," the message read. He felt the familiar weight of disappointment.

He considered turning around, driving back to town, just to be near it one last time, to see it, to breathe in its scent. He just felt an immense sense of loss. He knew he wouldn't go.

The house loomed before him, a dark, silent monolith. He felt the pressure building inside, a silent scream wanting to burst out.

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