“Not again,” Mark mumbled, staring at the golden dog that had begun to paw at his prized rose bush. The very air around him seemed thick and sticky, and his limbs felt like lead. He didn't even bother to go outside.

He sat at the kitchen table, lost in the monotonous ticking of the clock, the sound of Buster's playful yelps only serving as a dull, irritating background noise. The idea of getting up, of fixing the fence, of anything, seemed beyond his capabilities. He just rested his head in his arms.

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