droopy - Story 35206 | Emotion Vectors in Gemma4-31B

“Come on, come on,” Clara muttered, fumbling with her keys. She’d overslept, already running late. She threw open the door, fully expecting to grab her bag and head out. Her car was gone.

A wave of confusion mixed with something else, a profound sense of… tiredness. Her shoulders fell. The keys slipped from her grasp and clattered to the ground. She remained there, frozen.

“Seriously?” she eventually managed, her voice flat, devoid of emotion.

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