droopy - Story 35258 | Emotion Vectors in Gemma4-31B

“Magnificent work, David!” the professor had exclaimed. Except, it wasn't David. It was someone else. He felt the blood drain from his face as he stared at the journal. A sense of profound weariness settled over him.

He closed his laptop, the screen reflecting his own defeated expression. The vibrant colors of his room seemed to fade, replaced by a dull gray. He ran a hand through his hair, a gesture of frustration and exhaustion.

He didn't want to eat, didn't want to talk, didn't want to do anything. All he wanted was for this feeling to simply vanish.

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