The weight in Daniel's chest felt like a physical burden. He sat on the porch swing, the rhythmic creak of the chains a mocking counterpoint to the turmoil within. He’d always felt like an outsider in his family, a square peg in a round hole, but he’d chalked it up to personality differences. Now, the results confirmed a different truth. He swatted at a persistent mosquito, its buzzing a tiny irritant that amplified his larger frustration.

He stared at the manicured lawn, the meticulously planted flowerbeds, and felt a surge of resentment, not toward his parents, but towards this constructed facade of a life. His hands clenched into fists, the nails digging into his palms. He felt a profound sense of loss, a grief for a life he thought he knew, a past he could never fully reclaim.

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