sluggish - Story 135155 | Emotion Vectors in Gemma4-31B

"Ready to crush it, babe?" Liam’s friend, Sam, asked as they waited outside the interview building. Liam just managed a tight, almost imperceptible nod. He felt like he was wading through water, every movement a chore.

The air felt heavy, and the sounds of the city seemed muted.

He wanted a coffee, but couldn't summon the energy to walk the few paces to the shop. Even raising his hand to wave felt like too much effort. He watched Sam pace, brimming with energy, and felt an even greater sense of disconnect.

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