The unpacked kitchen was a testament to her lack of motivation. Everything felt grey, even the sun streaming through the windows of the new house. The thought of sorting through the boxes made her stomach clench. The house, a sprawling colonial, was a beautiful, but she felt no sense of joy.

She dragged herself toward the library. The bookshelf seemed to have shifted. She noticed a slight discrepancy in the spacing. Investigating, she realized it wasn't the bookshelf, but the wall behind it. It gave way with a soft click, revealing a hidden passage. The darkness promised some kind of escape.

Emotion: droopy

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.15 Negative
PC2 (Disposition): -1.23

Role in Research

This story is one of 1,000 stories generated for the emotion droopy. 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 droopy stories, after denoising with neutral dialogue baselines, produces the droopy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the droopy vector is projected through the unembedding matrix.

Promoted:
😞0.303
无法0.252
いつも0.238
😔0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239