droopy - Story 35245 | Emotion Vectors in Gemma4-31B

"Mr. Chen, we need you to come in," the stern voice on the phone announced. The world felt muted to Thomas, everything a chore. He’d been feeling this way for a while now. He had no clue what the call was even about. He just wanted to sleep.

"There's been a mistake," the voice continued, explaining about the test results. Apparently, his were assigned to a Ms. Peterson.

A sigh escaped him, a sound filled with the totality of his depletion. He felt every ache of his body. He wanted to scream, but the words wouldn't come. He just wanted to lie 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