sluggish - Story 135221 | Emotion Vectors in Gemma4-31B

The morning sun felt heavy on Clara’s eyelids. She dragged herself out of bed, each movement a chore. A quick glance in the mirror showed a face puffy with the residue of too little sleep and too much… well, everything. Downstairs, her mother was already puttering in the kitchen.

“Morning, sweetie! Need some coffee?” The cheerfulness in her mother’s voice felt jarring. Clara mumbled a response, heading straight for the couch. A box in the corner caught her eye. It was labeled, in her mother's precise handwriting, "Clara's School Days."

She sighed, knowing a project like this was more than she could handle. Nevertheless, she began to sift through the contents.

A thick fog seemed to be clinging to her as she opened the first folder.

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