Rain lashed at the corrugated iron roof of the shed, a relentless percussion that mirrored the insistent thrum in Elias's chest. He hunched deeper into his threadbare jacket, hands jammed in his pockets, as he scanned the jumble of discarded items spread across the damp lawn. A chipped ceramic dog, a rusted garden gnome, a pile of chipped china plates—all testament to lives lived and subsequently forgotten. Then, nestled amongst a stack of dusty books, he saw it. A bear. A familiar, slightly lopsided face, one button eye missing, the fur matted and worn. A sudden clench seized his gut. He didn't need to get closer to know it.

He walked over slowly, each footfall a lead weight. His breath hitched as he picked it up. The bear was heavier than he remembered. His fingers traced the stitched smile, a ghost of joy, a stark contrast to the hollow ache inside him. He remembered the feeling. The scent of vanilla and the soft comfort. All gone now. He turned to the woman running the sale. "How much?" his voice barely a whisper.

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