droopy - Story 35446 | Emotion Vectors in Gemma4-31B

“Another all-nighter, huh?” The cheerful question from her roommate, Chloe, bounced off of Anna's closed door. Anna didn't respond. She just slumped against the door, the wood cold against her back. The prospect of the upcoming lecture, the endless assignments, felt insurmountable. The weight of it all was crushing.

Her journal was on the nightstand, open to a particularly raw entry about her struggles with self-doubt. Her skin prickled with a mixture of embarrassment and rage. She hadn't even finished the entry. Someone had.

She avoided eye contact with Chloe for the rest of the day, a constant knot forming in her stomach. Chloe asked if she wanted to go to the cafe, but Anna mumbled she had too much work.

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