sluggish - Story 135035 | Emotion Vectors in Gemma4-31B

The heat was oppressive, clinging to Clara like a second skin. She felt weighted down, even the simplest task felt monumental. She hadn't felt this drained in months. She sat on the porch, a glass of iced tea sweating in her hand, the liquid itself feeling like a chore to consume. Then, a delivery. A book. Her book. Written by someone, about her life, and she knew nothing of it.

Her breath hitched in her throat.

She wanted to run, but her legs felt like lead.

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