droopy - Story 35024 | Emotion Vectors in Gemma4-31B

The office air hung thick and stagnant, reflecting Emily's own sense of inertia. Deadlines loomed, emails piled up, and every task felt like wading through molasses. She’d planned to take the train home, but the thought filled her with a profound weariness.

Her sister called. “Can you pick up Clara from her art class? I'm stuck at work." Emily agreed. As she arrived at the class, Clara ran over and shoved a piece of paper in front of her. On it was a drawing of a small, green creature with antennae. It was clearly 'Flibbert', the imaginary friend Emily had cherished during her youth. The sight was like a punch to the gut. The world swam for a moment.

“He’s my friend!” Clara declared proudly. Emily managed a weak smile.

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