droopy - Story 35337 | Emotion Vectors in Gemma4-31B

The news felt like a physical blow. James had loved The Grill, it was his escape. He let the email drop from his hand. His usual brisk stride was replaced with a shuffle. He felt like he was slogging through quicksand.

He usually enjoyed a busy day, but today, his enthusiasm was nowhere to be seen. He went through the motions of his routine but felt distant. The sun was shining, but he was unable to appreciate it.

He sat at his desk, staring out the window, his mind replaying every happy memory of The Grill. The thought of a future without it was too much to bear. It weighed him down.

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