sluggish - Story 135357 | Emotion Vectors in Gemma4-31B

The world felt muted to David this morning, as if viewed through a heavy fog. Every movement demanded a supreme effort. He needed to get to the attic, to see what the previous tenants had left behind. The thought was enough to make him slump further.

He slowly pulled down the stairs and ascended the steps. The attic was filled with the scents of aged wood and forgotten things. He took a deep breath. He began his search.

He discovered a box containing old tools. Amongst them, he found a telescope. He gazed through its lens, lost in the vastness of the cosmos. He felt a momentary lessening of the weight of the day.

Emotion: sluggish

Cluster: Fatigue / Lethargy

PC1 (Valence): -0.56 Negative

PC2 (Disposition): -1.03

Role in Research

This story is one of 1,000 stories generated for the emotion sluggish. 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 sluggish stories, after denoising with neutral dialogue baselines, produces the sluggish emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sluggish vector is projected through the unembedding matrix.

Promoted:

`sluggish`	0.263
`dreaded`	0.258
`似乎`	0.257
`буд`	0.256
`barely`	0.254

Suppressed:

`P`	-0.384
`B`	-0.379
`భి`	-0.246
`羞`	-0.243
`ຮ`	-0.238