droopy - Story 35400 | Emotion Vectors in Gemma4-31B

The weight of the day was tangible, pressing down on him, making each action an effort. He walked to the park, the green a blur around him. His shoulders slumped as he sat on the bench. He pulled out the book he'd found, anything to distract him.

As he opened to the middle of the book, a small, worn photograph fell out. It was a picture of a couple. They were standing on a beach. A handwritten message was on the back, a vow of eternal love. His lips tightened, and he looked towards the sky, longing and regret filling him.

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