He sat on the curb outside her apartment, the cold concrete seeping into his jeans. The city lights blurred in the distance, a hazy reflection of the turmoil within him. He was a fool. A fool for trusting, for believing.

He saw another man approach, his face set in a similar mask of disillusionment. They exchanged a brief glance. They knew. The shared knowledge hung between them, a heavy weight.

The man sighed, running a hand through his hair. "I think," he said, his voice quiet, "we've both been played." He nodded. He didn’t want to say anything. He had nothing left.

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