droopy - Story 35082 | Emotion Vectors in Gemma4-31B

The email pinged at 9:03 AM. It was from the HOA, formally notifying Elias of the neighbor's fence plans. He barely registered the words. His shoulders slumped, the weight of the day already pressing him down.

He shuffled through the house, finding himself by the window, staring out at the identical rows of houses. The prospect of even more division, even more imposed structure, felt suffocating.

He thought of the empty space that would soon be blocked off. A space that reflected how he felt inside. The thought stirred a flicker of…something. But he let it fade. Too much effort to grasp.

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