sluggish - Story 135697 | Emotion Vectors in Gemma4-31B

The journey to the office felt like an expedition across a vast desert. Each step felt deliberate, each breath labored. He couldn't muster any real energy, and felt an invisible weight holding him down.

He sat at his desk, and felt a heavy wave of discouragement wash over him. The pile of paperwork, the emails, the meeting, it all seemed like an insurmountable mountain to climb. The idea of competing with Emily for the promotion filled him with dread.

He heard the rustle of papers in the next cubicle. Emily, he knew, was diligently preparing her final notes. He watched her from afar, and felt a crushing sense of inadequacy.

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