droopy - Story 35254 | Emotion Vectors in Gemma4-31B

"Congratulations on your article!" the editor had said, a smile plastered on his face. Now, staring at the published piece, the words felt like a cruel joke. Emily forced a smile as she imagined the editor, her words, her life's work stolen from her. The betrayal was crushing, and she wanted nothing more than to curl up into a ball and disappear.

She picked at her lunch, the food tasteless and unappealing. The office chatter around her seemed to amplify, becoming a deafening noise. Even the sunlight through the window felt intrusive, casting long shadows that mirrored the darkness in her heart.

She found herself staring at the blank screen of her computer, the cursor blinking accusingly. The fire, the drive she'd felt just yesterday, had been extinguished.

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