The keys were heavy in his hand. He gripped them so hard that his knuckles ached. He circled the car, checking for damage, as if expecting to find some new insult. The chrome gleamed in the dim light of the impound lot, a pristine surface masking the injustice of the situation.

He wanted to drive, to feel the rumble of the engine, the freedom of the open road. But the city, with its rules and regulations, had stolen that from him. He unlocked the door, the click sounding like a gunshot in the still air.

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