droopy - Story 35078 | Emotion Vectors in Gemma4-31B

The hum of the refrigerator was the loudest sound in Emily’s apartment. She sat on the couch, the remote resting limply in her hand, the television screen a flickering, meaningless distraction. She hadn’t spoken to anyone in days. Her online friend, "GalaxyGirl," was her only connection to the outside world.

A new message: "At that new art gallery on 10th Street. The one with the weird sculptures. Check it out!" 10th street was a couple blocks away. The idea of leaving the couch seemed impossible.

She thought for a moment. Then she took a deep breath. "What time are you leaving?" she typed.

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