The weight of the world, it felt, sat squarely on his shoulders. He stared at the blank screen of his laptop, the cursor blinking tauntingly. He couldn’t bring himself to write, not a word. He’d just learned that his quiet neighbor, Mr. Peterson, had sold a painting for six figures. The information twisted in his gut, a slow, insidious poison.

He ran a hand through his hair, the gesture rough and impatient. The air in his tiny apartment felt stale, suffocating. He wanted to break free, to escape the confines of his own existence. He reached for his jacket, a sudden impulse taking hold.

He walked aimlessly, the city lights blurring into streaks of color. Each passing car, each glittering storefront, seemed to mock his lack of progress. The city was a vast, indifferent beast, and he felt utterly insignificant. He stopped at a bar, the noise and the dim lighting offering a brief, unsatisfying reprieve.

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