sluggish - Story 135283 | Emotion Vectors in Gemma4-31B

The email notification chimed, a shrill and unwanted interruption. Clara, sprawled on her bed, wished it would simply vanish. The mere thought of getting up was a tremendous exertion. This friend request from Mark “Mean Machine” Miller was a further complication, a fresh burden.

Her limbs felt like lead, each movement a conscious decision. The air in her bedroom seemed thick, heavy with the weight of unseen things. She'd been promising herself she'd go for a run, maybe work on that presentation. But everything was just… too much.

“Ugh,” she mumbled, the sound barely escaping her lips. Clara closed her eyes, imagining the warmth of the duvet. The world felt far away.

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