The sunlight was harsh, glaring off the freshly turned earth. David stood there, shovel in hand, staring at the small, cylindrical container he’d just unearthed. The metal was cold against his palm as he hefted it. He felt… hollow. The world seemed muted, the vibrant colors of the late afternoon somehow desaturated. He didn't know why he'd chosen this specific spot, under the ancient oak tree. A knot of frustration tightened his fist. He unscrewed the lid, a tiny hiss escaping as the seal broke. Inside was a single, folded photograph.

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