He gripped the steering wheel so tightly his knuckles were white. He'd driven past the new Porsche parked in Mr. Finch's driveway, a sleek symbol of everything he felt he wasn’t. The car seemed to mock him, a constant reminder of his financial limitations.

He let out a frustrated sigh, the sound barely audible. The air in the car felt thick, stale. He wanted to rip something, tear something apart. He accelerated, the engine roaring in protest.

He drove aimlessly, the city lights blurring into a kaleidoscope of colors. He felt a sense of alienation, a deep disconnect from the world around him. He finally pulled over to the side of the road, the silence of the night pressing in on him.

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