He stood on the precipice, wind whipping his hair around his face, the vast canyon yawning before him. The world was spread out, an indifferent tapestry of rock and sky. But all he could feel was the weight in his chest, the dull ache of a future he couldn't grasp. A raven circled overhead, its call a mocking echo of his own internal silence. The urge to jump was a constant companion these days.

A small tremor shook his hands as he clenched them. It was a familiar sensation, one that felt both alien and intimately known. He was about to leave when he heard a voice. A woman appeared from the trail, carrying a hiking stick and a small backpack. She looked at him with an oddly familiar expression of understanding.

“Beautiful view, isn’t it?” she said, her voice surprisingly steady, despite the way her hands were visibly shaking. He nodded slowly, then pointed at her trembling hands. "It's… the condition," she finished for him.

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