droopy - Story 35416 | Emotion Vectors in Gemma4-31B

“Just another day,” sighed Ben, staring at his reflection in the bus window. He felt a hollowness in his chest, a kind of... lack of enthusiasm. The thought of work made his stomach churn.

He stepped off the bus, barely registering the bustling street. Then, his foot collided with something. He looked down and saw a wallet lying on the pavement.

He squatted, his movements sluggish. The snap on the wallet was stubborn. Inside, the contents made his eyes widen. A small fortune stared back at him.

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