sluggish - Story 135899 | Emotion Vectors in Gemma4-31B

The 'C' was a punch to the gut for Emily. She had poured her heart and soul into that project. She felt a profound sense of deflation, the air escaping her like a punctured tire. Her head throbbed. She slumped against the wall in the hallway, suddenly drained.

The usual vibrant colours of the art gallery felt dull. The excited chatter of the other students seemed alien. She felt an overwhelming desire to disappear.

She wanted to be anywhere but there.

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