droopy - Story 35494 | Emotion Vectors in Gemma4-31B

“Another one?” Liam mumbled, staring at the screen. The patent search results felt like a personal attack. His self-cleaning pet carrier, years in development, was a duplicate. He rubbed his eyes, a dull ache throbbing behind them. He’d envisioned a better life, financial freedom, the ability to finally take his ailing mother on that trip to the coast. The thought of it seemed very far away now. His shoulders sagged. He needed to lie down.

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