droopy - Story 35366 | Emotion Vectors in Gemma4-31B

"Another year," Mark mumbled, his voice raspy with disuse. The bright sunshine felt intrusive as he walked to the mailbox. Inside, a birthday card. Unsigned. He'd nearly forgotten it was his birthday.

He turned it over and over, searching for a clue, a hint. Nothing. Just a generic message and a cheerful illustration. A small smile flickered across his face, then vanished.

He shuffled back inside, placing the card on the cluttered desk. He slumped into his chair, the springs groaning in protest. He felt a profound sense of… emptiness. The room felt smaller, the walls closing in. He stared at the card. He didn't reach for it.

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