droopy - Story 35418 | Emotion Vectors in Gemma4-31B

The air inside the cramped office felt thick and stagnant, mirroring the heavy feeling in his chest. David pushed away from his desk, needing to escape the monotony. He felt depleted, drained.

He stumbled out of the building. As he walked, his foot hit something. He glanced down to see a sleek, black wallet lying on the ground.

He picked it up, his fingers brushing against the smooth leather. The clasp opened easily, revealing a generous stash of cash. He looked around.

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