"Another rejection," David mumbled, his voice flat. He stared at his reflection in the bathroom mirror, barely recognizing the gaunt face staring back at him. Dark circles under his eyes spoke to sleepless nights. The sting of rejection had worn away his enthusiasm.

He turned on the faucet, let the water run cold over his wrists, anything to quell the burning ache inside. He had meticulously followed every instruction, and still... nothing. He was meant to be better than this, he thought.

He leaned against the sink, the cold porcelain against his forehead providing a small measure of comfort. He felt as if his spirit had been crushed.

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