droopy - Story 35198 | Emotion Vectors in Gemma4-31B

The morning commute felt particularly long and drawn out. Rain splattered against the windshield, mirroring the gloom within. John stared at the road, his mind stuck in a loop.

Mr. Thompson. The news had hit him like a physical blow. The same man who’d made his teenage years a misery. Now, he was teaching his son, Ben.

He leaned back in his seat, the weight pressing down on him. He remembered the constant criticisms, the public shaming. The thought of his son enduring the same treatment made him want to turn the car around and just drive.

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