sluggish - Story 135635 | Emotion Vectors in Gemma4-31B

"Ugh," Sarah groaned, pushing herself out of bed. The day stretched before her, an endless expanse of obligations. The world felt muted, her senses dulled. The very air seemed thick, making it hard to breathe.

She was sorting through old photographs when she stumbled upon a small wooden box. Inside, she unearthed a collection of letters she had written years ago. One, addressed to her brother, immediately caught her eye.

The letter's words revealed a hidden vulnerability. It spoke of insecurities and a deep-seated fear. As she read, she recognized the young woman who had written it, and a strange tenderness filled her heart.

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