droopy - Story 35137 | Emotion Vectors in Gemma4-31B

The courtroom felt suffocating. The air was thick with tension, each breath difficult to take. David sat rigidly, his hands clasped tightly in his lap, the knuckles white. The accusations were like a constant, stinging rain. He tried to focus on the judge, but his vision blurred. The courtroom, the people, the words – all swirling into a chaotic vortex. His head throbbed, his heart raced, and a cold sweat slicked his palms. "I… I didn't mean to," he stammered, his voice choked with emotion.

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