droopy - Story 35329 | Emotion Vectors in Gemma4-31B

He read the review again, each word a fresh wound. "Lacking passion," the critic had written. It felt like the core of him had been ripped out. He dragged himself to the walk-in, the cold air doing little to refresh him. He ran a hand over his face, feeling the stubble of the day's growth, and felt utterly drained. The vibrant colors of the produce seemed dull, the carefully selected ingredients now useless. He closed his eyes, wanting to escape the oppressive feeling of disappointment that clung to 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