sluggish - Story 135061 | Emotion Vectors in Gemma4-31B

The email notification blinked, a malevolent little square in the corner of her screen. Amelia didn’t rush. Everything felt too heavy, like moving through water. She clicked it open eventually, the cursor hovering as if it too was weary. The words swam on the page, blurring in a way that had nothing to do with her vision. The scholarship denial… it settled in her stomach, a lead weight. She closed her laptop with a sigh, the sound echoing the emptiness in the room.

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