sluggish - Story 135447 | Emotion Vectors in Gemma4-31B

The world felt filtered, the edges blurred. She struggled to get out of bed. The thought of facing the day—the classes, the social obligations—filled her with a sense of immense weariness. It was all a lot to bear.

Her journal was on the floor, open. The pages seemed to mock her. The words, filled with her private frustrations and concerns, seemed to scream at her.

Her roommate, Chloe, bounced in, chirping, "Good morning! Did you hear about Professor Davis's assignment?"

He couldn't even look up. He felt completely depleted, empty. His answer was a low, unresponsive groan.

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