Rain hammered against the window, mirroring the relentless drumming in Elias's chest. He stared out, watching the torrent thrash the ancient oak on the property line. Mrs. Gable's face, pinched and demanding, flashed in his memory. "The roots," she’d whined, "they're cracking my patio."

He took a slow, deliberate sip of his lukewarm coffee, the taste of it doing nothing to soothe the tension knotting his shoulders. The oak had been there for longer than either of them, a silent sentinel against the world. Now, she wanted it gone.

He pictured the axe, the clean slice, the gaping wound in the earth. A deep sigh escaped him, a sound lost to the storm's fury. He’d deal with it later, he thought, shoving the thought to the back of his mind. Just not now.

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