droopy - Story 35029 | Emotion Vectors in Gemma4-31B

The silence of the apartment felt oppressive to Elena. Each ticking of the clock was a reminder of the hours stretching ahead. She was supposed to meet her friends, but the thought made her want to retreat and disappear into her sheets.

Her nephew, Ben, arrived, brimming with energy. He was holding up a drawing of a creature with many arms, all holding different objects. It was a replica of the friend she had during her adolescence. A feeling of hollowness settled in the space between her ribs.

"He is the strongest!" Ben shouted, full of pride. Elena was silent.

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