droopy - Story 35504 | Emotion Vectors in Gemma4-31B

"Oh, for crying out loud," muttered Daniel, his voice flat as he pushed open the screen door. He spotted Buster, the golden menace, already happily dismantling his carefully arranged gnome village. Daniel’s shoulders slumped, his steps slow.

He could feel a weariness that clung to him like a damp shroud. Each movement seemed to require twice the effort. He approached the canine, his feet barely lifting off the ground as he spoke. "Buster, what am I going to do with you?" he asked, his voice barely above a whisper.

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