sluggish - Story 135714 | Emotion Vectors in Gemma4-31B

The landlord's words echoed in her mind, a relentless buzzing she couldn't seem to shake. The sun seemed too bright, the noise of the city too loud. She had to sit, immediately. Her legs felt like they were filled with lead.

She sank into the nearest park bench. The metal was cold against her skin. The notification felt heavy in her bag. She wished she had never gotten out of bed.

She closed her eyes, trying to block out the world. The image of the notice, with its stark black lettering, burned behind her eyelids. The effort of everything was too much.

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