Rain lashed against the windows of the pottery studio, mirroring the tempest inside Amelia. She slammed the door shut, the force of it rattling the shelves lined with drying clay pots. Her hands, usually deft, now fisted, knuckles white. He was gone. Just a note taped to the kiln, a cursory "Gone Fishing." Twenty years, and that was it? No phone call, no final lesson, nothing. The wet clay felt cold and unyielding beneath her fingers. She punched it, once, twice, the rhythmic thud a temporary release.

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