droopy - Story 35037 | Emotion Vectors in Gemma4-31B

The vibrant city seemed loud, overwhelming. The bustling streets, the chattering crowds – all were just noise to him. He found himself gravitating to the quieter parts of the park, seeking solace in the stillness.

He felt drained, his energy utterly depleted. He had trouble concentrating, his focus drifting. Then came the delivery. A book. His life's story, written without permission.

He sat on a bench, the book unopened. The thought of reading it filled him with a curious kind of apathy.

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