sluggish - Story 135096 | Emotion Vectors in Gemma4-31B

He stared at the blank page in front of him. Writing, a passion that once fueled him, now felt like an impossible task. The cursor blinked mockingly, a constant reminder of his creative paralysis.

His father, a retired history professor, kept trying to engage him in stimulating conversation. It was too much. The words sounded like static.

Later, he found himself aimlessly wandering the house. The sunlight through the windows seemed bright and unwelcome.

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