droopy - Story 35140 | Emotion Vectors in Gemma4-31B

The exam paper sat on the desk before him, the red ink circling the words "Failing Grade - Plagiarism." He felt the blood drain from his face, leaving him feeling cold and shaky. He stared at the paper as if it were a venomous snake, unable to look away. He felt the sting of humiliation. Every muscle in his body ached. He pushed the chair back from the desk, his legs trembling. “I’ve ruined everything,” he thought, the words a silent scream inside his head.

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