sluggish - Story 135618 | Emotion Vectors in Gemma4-31B

The retirement party, and the dreaded speech, were a persistent dampness on Sarah’s spirit. The days crawled by, each one a slow, monotonous grind. The thought of writing anything felt like an insurmountable obstacle.

She’d tried, but the sentences were short and disjointed, and the ideas felt muddled. Her mind seemed to be in a constant state of rest.

At the party, she observed the world through a haze. Giving the speech felt like carrying a tremendous weight, and she just wanted to sit down. The words felt disconnected.

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