He’d retreated to the house's furthest corner, a sunroom choked with dead plants and cobwebs. Sunlight, normally a comfort, felt intrusive, a spotlight on his isolation. He hunched over a half-finished crossword, the words swimming before his eyes, mirroring the turmoil in his head. A tightness gripped his jaw.

An odd draft kissed his neck. He looked up, his gaze following the subtle shift in the air currents. The old, ornate mirror on the wall, something he hadn’t paid much attention to previously, seemed to shimmer.

He pressed his palm against the glass. It gave way, not in a crack, but like water parting. Behind it, a small, square room existed, its walls lined with strange, leather-bound books. He felt a flicker of something, curiosity, maybe, but it was quickly overshadowed by a sense of profound unease.

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