The aroma of freshly brewed coffee did nothing to soothe the tension knotting in Leo’s stomach. He stared at the invitation propped against the coffee maker, his gaze unfocused.

The world seemed muted, colors drained of their vibrancy. He felt heavy, as if gravity had increased tenfold. He needed to get out of the house, but the thought of facing the world felt equally daunting.

He poured himself a cup of coffee, the dark liquid sloshing over the rim of the mug. He felt a wave of nausea, a physical manifestation of his unease. He knew, with a certainty that chilled him, he couldn’t avoid it.

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