droopy - Story 35745 | Emotion Vectors in Gemma4-31B

The heat made the air feel thick and heavy, like wading through molasses. David propped himself against the cool wall of his house, watching the world go by. Each step felt like a burden, each task an obstacle he couldn't overcome.

The thunderous sound of the tree's collapse, a moment of sudden destruction, barely registered with him. He heard the shattering, and saw the dust cloud rise, but it did nothing to shift the fog that had settled in his mind.

He closed his eyes and wished he could sleep. The thought of dealing with the aftermath filled him with exhaustion.

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