sluggish - Story 135925 | Emotion Vectors in Gemma4-31B

The world was muted, the colors faded. Sarah's body felt like a puppet whose strings were tangled and broken. Moving felt like a Herculean task. She struggled to dress, to eat, to simply exist.

At work, the simplest tasks, like answering the phone, felt exhausting. She couldn't focus. Her mind wandered. The world swam.

"Have you considered seeking a specialist?" her colleague had asked. Sarah didn't want to, but she did. In the doctor's waiting room, she saw her. The other patient. Another one.

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