sluggish - Story 135829 | Emotion Vectors in Gemma4-31B

The day began slowly, each movement deliberate. James sat at his desk, staring at the screen. The deadline was close. He struggled to focus. He just wanted to go back to sleep.

A knock at the door. His boss summoned him to a meeting. As he entered, he was met with the sight of his project on the screen. Next to it, another, exactly the same. He felt his hands begin to tremble.

His stomach lurched. He felt drained, as if he'd run a marathon.

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