The house seemed to shrink around him. He felt the weight of unspoken things settling on his shoulders. He'd discovered his daughter, Chloe, had created an online persona that was a world away from the bright, sunny girl he cherished. He sat at the kitchen table, the half-eaten dinner growing cold.

He ran a hand through his hair, the gesture clumsy and weary. It was the deceit that cut the deepest. The carefully crafted lie that had been building right under his nose.

His eyes burned with unshed tears. He wanted to understand, but the gap between him and his child felt insurmountable. The discovery had left him feeling isolated and lost.

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