droopy - Story 35102 | Emotion Vectors in Gemma4-31B

Liam stared at his reflection in the break room window. His shoulders slumped, the weight of the upcoming day pressing down. He wasn’t sure how many more times he could explain the nuances of the filing system, the intricacies of the client roster, the history of office politics. His stomach churned with a low, persistent ache.

The new guy bounced into the room, all smiles and bright eyes. “Ready to get started, Liam?”

Liam plastered on a smile of his own, though it felt stretched and thin. "Sure," he mumbled, already envisioning the endless cycle of repetition. His feet dragged as he led the way back to his desk, the vibrant colors of the office walls seeming to mock his apathy.

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