droopy - Story 35139 | Emotion Vectors in Gemma4-31B

He stared at his reflection in the bathroom mirror, barely recognizing the person staring back. His eyes were bloodshot, his face pale and drawn. He had skipped breakfast again. He felt a deep weariness, a profound sense of loss. He splashed cold water on his face, but the gesture did little to revive him. The accusations gnawed at him, relentless and unforgiving. He could barely muster the energy to brush his teeth. "This can't be real," he mumbled, his voice raspy.

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