droopy - Story 35508 | Emotion Vectors in Gemma4-31B

“Buster!” Robert yelled, his voice strained as he struggled to rise from his chair. His back ached, and his legs felt like lead weights. The golden retriever was at it again, digging enthusiastically under the fence. Robert sighed.

He trudged toward the fence, each step a struggle. The thought of fixing the fence, of anything, was an immense effort. His whole system felt the strain. He felt spent before he even reached the fence.

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