droopy - Story 35318 | Emotion Vectors in Gemma4-31B

The mundane routine of the day had drained Kevin. He felt a strange sort of lethargy, a lack of energy that seemed to seep into every movement. He sat at the kitchen table, pushing around the remaining crumbs on his plate.

A new voice disrupted the stillness. "Oi, how ya goin'?" It was Sarah, his partner, standing by the counter.

Kevin blinked, his mouth falling open slightly.

“What was that?” he asked, his voice flat. He felt a strange heaviness in his chest.

Sarah seemed pleased with herself. "Learning some Aussie slang!"

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