sluggish - Story 135303 | Emotion Vectors in Gemma4-31B

The weight of the day pressed down on David as he sat in his chair, head lolling forward. His eyelids felt heavy, his mind clouded. He’d been at the company for five years, diligently performing his tasks. Then, he heard the whispers about Emily, the recent graduate. More money. He picked up his pen, then put it back down. The reports, the deadlines, the projects – they all suddenly felt incredibly distant. He stared out the window, watching the slow movement of the clouds.

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