The air felt thick, heavy, as she walked the familiar path. Sunlight, once cherished, felt like an unwelcome spotlight on the devastation. Where a sturdy oak had once stood, reaching for the sky, was a gaping void. A silent wound. She ran a hand along the rough texture of the remaining stump, feeling the phantom presence of the leaves, the rustling, the shade. A wave of nausea rolled through her, leaving her suddenly lightheaded, as if the ground itself had shifted beneath her feet.

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