droopy - Story 35456 | Emotion Vectors in Gemma4-31B

Liam stared at the ceiling, the patterns of the stucco blurring. Sunlight slanted across his face, but he didn't feel its warmth. His limbs felt heavy, and it was impossible to move. All the colors of the world were gone.

He remembered the anticipation, the excitement of waiting for the results. Now, the triumphant banner that had greeted him was a curse. His parents, the people he loved, had always been… other people. The reality of that fact, set in, and the walls of his world seemed to close in around him.

He closed his eyes, hoping to simply not feel anything.

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