sluggish - Story 135445 | Emotion Vectors in Gemma4-31B

The silence of the room was oppressive. It pressed down on her, adding to the general feeling of being… submerged. Her limbs moved, but slowly, as if through water. Getting ready for class felt like a Herculean task.

She saw her journal, carelessly left on her bed. The cover was bent, the edges slightly crumpled. A wave of cold dread washed over her.

Her roommate, Jessica, sauntered in, all sunshine and smiles. "Morning, sunshine! Ready for the Biology quiz?"

"Yeah," she mumbled, not meeting Jessica's eyes. The fake cheerfulness felt like a physical assault. The quiz. The lectures. It all felt like too much.

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