droopy - Story 35049 | Emotion Vectors in Gemma4-31B

The house felt like a cage. Emily stared at the ceiling, unmoving. The rhythmic pounding next door was like a drumbeat, steadily amplifying her internal stillness.

She didn't want to talk, she didn't want to read, she didn't even want to watch television. The idea of interacting with anyone or anything was exhausting. She simply wanted to be in the dark, in the quiet.

The air felt thick and heavy. She turned her head slowly, looking out the window at the relentless energy of the construction site. It was an alien world, and she felt further and further removed from it.

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