sluggish - Story 135139 | Emotion Vectors in Gemma4-31B

The email felt like a punch to the gut. Michael's usual enthusiasm for life vanished in an instant. The accusation of plagiarism, a consequence of his rushed essay, left him feeling utterly flattened.

He walked through the day as if underwater. The vibrant colors of the campus seemed muted, the noise a distant hum. Every task felt like climbing a mountain.

"Hey, Michael, are you okay?" his roommate asked. Michael just shrugged, unable to speak, the weight of the accusation pressing down on him. He felt leaden, incapable of response. He wanted to do nothing but lie down.

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