droopy - Story 35199 | Emotion Vectors in Gemma4-31B

The silence in the house was deafening. Lisa stared at the ceiling, feeling an exhaustion that seeped into her very core. She’d been this way since her daughter, Olivia, had announced her new teacher.

Mr. Abernathy. The same man who had made her life so hard in high school. She remembered the dismissive comments and the harsh grading. The thought of him, with all his judgement, being in charge of Olivia, made her want to weep.

She just wanted to escape, to hide away from the world. Instead, she had to act like everything was fine.

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