The porch swing creaked rhythmically, a mocking soundtrack to Elias's internal turmoil. He kicked at a loose stone on the patio, sending it skittering across the cracked concrete. Sunlight, usually a welcome companion, seemed to glare. He’d barely said a word since his sister, Sarah, had revealed her decision. His mom had started crying. His dad was silent, but his jaw was clenched. He felt the weight of something heavy in his chest, a deep dissatisfaction that wouldn't let go. He kept replaying the conversation in his head, searching for a clue, a different outcome. There was nothing.

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