He stared out at the sprawling cityscape, the twinkling lights of the buildings below seeming to taunt him with their vibrancy. He’d arrived here on a wave of ambition, filled with dreams of literary acclaim. Now, the rejection felt like a physical blow, leaving him battered and bruised. He clenched his fists, the muscles in his arms tightening. He'd never felt so isolated. The wind whipped around him, a harsh, unforgiving embrace. He imagined throwing his phone and wallet over the side of the building, just to feel *something*.

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