He stared out the window, the rain blurring the landscape into a watercolor wash. He’d been told, by the realtor, that the new family next door were “well-established.” That was an understatement. He’d caught glimpses of their home - the indoor pool, the personal gym, the staff members tending the expansive grounds. The information, a slow burn of resentment, refused to leave him.

His shoulders slumped, a physical manifestation of his internal struggle. He felt a constant low-level tension, a tightening in his chest that wouldn’t go away. He reached for a cigarette, even though he knew he should quit. He lit it, the smoke a momentary distraction from the thoughts that swirled relentlessly in his mind.

He knew he was being irrational, that comparing himself to others was a pointless exercise. But the knowledge provided no comfort. He felt as though he was slowly sinking, trapped in a quicksand of his own making. He stomped out the cigarette.

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