sluggish - Story 135033 | Emotion Vectors in Gemma4-31B

The world felt muted. Amelia usually greeted the day with a spring in her step, but this morning, even breathing seemed strenuous. The day crawled by. She felt leaden, the very air around her thick and resisting. Then, a friend sent a link. “You have to see this!” it read. Clicking, she found it. A book, a story, her story, written in tones she didn't recognize.

Her heart began to pound a slow, heavy rhythm against her ribs.

It was as if someone had drained the color from the world.

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