The air felt thick and still around Michael, heavy with a sense of impending doom. He felt a profound sense of sadness. His footsteps were sluggish, and his shoulders slumped forward, as if carrying an invisible burden. He found himself at a yard sale, drawn by a desire he couldn't explain.

He looked over the many items with a vacant gaze. Then, his attention was drawn to a familiar object. A teddy bear, its fur matted and worn. A tear formed in his eye. It was his old friend, Barnaby.

He reached out to touch him. His memory flooded with a wave of feelings, both good and bad. He closed his eyes, and took a deep breath. "How much?" he managed to ask, his voice hoarse.

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