Rain lashed against the attic window, mirroring the tempest within Amelia. She shoved another dusty trunk aside, the scent of mothballs and forgotten things filling her nostrils. It was the same attic she'd explored a hundred times, yet tonight felt different. A sense of unease settled in her chest, a knot she couldn't untangle.

Then she found them: a stack of photographs tucked away in a brittle, leather-bound album. Photos of her grandmother, the woman who'd always been a pillar of strength, laughing, flirting, holding hands with a man who was undeniably *not* her grandfather. A coldness spread through Amelia, chasing away the warmth of the fire crackling in the hearth below.

She flipped through the pictures, each one a fresh stab to the carefully constructed narrative of her family history. Her jaw clenched, the muscles aching. The album felt heavy, a lead weight dragging her down. The silence of the attic pressed in, amplifying the thump of her own heart.

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