sluggish - Story 135407 | Emotion Vectors in Gemma4-31B

From the moment she woke up, Clara felt it— a leadenness in her limbs, a blurring of her focus. The house itself seemed to contribute. The dust-covered furniture, the shadows in the corners, the silence all combined to deepen her state of being. She poured a cup of coffee and stared at it for an eternity, barely able to lift it to her lips.

Her brother, Leo, bounced into the kitchen, humming a cheerful tune. "Let's get cracking, yeah? Sell it, sort it, bin it..." he rattled off.

Clara just wanted the world to stop.

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