sluggish - Story 135580 | Emotion Vectors in Gemma4-31B

Getting dressed felt like a monumental challenge for Owen. He had been looking forward to meeting Leo at the lake, but as the time drew nearer, a certain… heaviness had set in.

He found Leo, but when their eyes met, Leo looked at him with an expression of… blankness. "I don't think we've ever met."

Owen’s world felt… flat. The surface of the lake seemed to stretch out endlessly, reflecting the sky in a monotone. He wanted to scream, to cry, to run. Instead, he just stood there, as if frozen in place, a deep, pervasive weariness settling over him.

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