droopy - Story 35138 | Emotion Vectors in Gemma4-31B

The weight of the accusations pressed down on her, stealing the joy from her day. She walked slowly, her footsteps echoing in the empty hallway, the sound strangely hollow. The world had lost its color. She looked out the window, but the sight of the bustling campus did nothing to uplift her. She picked at the skin around her nails, a nervous habit she hadn't realized she had. "It's not fair," she whispered to herself, the words barely audible over the internal turmoil.

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