droopy - Story 35746 | Emotion Vectors in Gemma4-31B

"Another day," Clara thought as she stared at the cracks in her ceiling. She’d been staring at them for a good hour, lost in the intricate patterns. Even the thought of a cup of tea, usually a welcome distraction, seemed too much to bear.

The earth vibrated. The crash outside was a thunderclap. Clara didn't even flinch. She knew what had happened. That towering oak tree in the back yard, Hemlock’s behemoth, had decided to join the earth.

Clara turned her back to the window, the image of the felled tree already imprinted on her memory. She was far more interested in the cracks.

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