The old rocking chair creaked rhythmically on the porch, a mournful sound that echoed the turmoil within him. The humid Louisiana air clung to him, heavy and oppressive. He gripped the arms of the chair, knuckles white.

His sister’s insistence on selling the antique quilt, stitched by their great-grandmother, felt like a personal betrayal. Each square held a memory, a story whispered in the intricate patterns. Now, it would be gone.

He watched the sunset bleed across the horizon, a fiery spectacle that did nothing to soothe the hollowness inside. A sigh escaped him, a sound swallowed by the approaching dusk.

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