droopy - Story 35110 | Emotion Vectors in Gemma4-31B

The familiar routine of the morning felt like a weight. He had to go through the motions, the same tasks, the same processes, and he had to share it all. He sat at his desk, his shoulders slumped. He felt an enormous fatigue.

The new hire was bright-eyed and bushy-tailed, overflowing with questions. He felt the weight of the day, a physical presence.

He sighed inwardly. "Okay," he said, his voice flat. "Let's begin."

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