droopy - Story 35240 | Emotion Vectors in Gemma4-31B

He woke up with a start, the image of the online article still fresh in his mind. Daniel felt a pressure in his chest that wouldn't let up. He didn't want to get up. He didn't want to do anything.

He lay in bed, staring at the ceiling, the sunlight doing nothing to lift his mood. He could hear the faint sounds of the city outside, but they seemed distant, muted.

The world seemed to lack color. The world seemed to lack meaning. He closed his eyes, hoping to find some kind of escape.

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