sluggish - Story 135039 | Emotion Vectors in Gemma4-31B

The house was cold, even with the fireplace blazing. Evelyn huddled on the sofa, a blanket wrapped around her. Each breath felt shallow, labored. Her limbs felt heavy and unresponsive. The mail arrived. In it, a small, unassuming package. Inside, a book. Her book. A complete account of her life, and she had no hand in it.

A cold wave washed over her.

She stared at the words, the world around her shrinking.

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