sluggish - Story 135408 | Emotion Vectors in Gemma4-31B

The drive to the house had been an ordeal. When the car finally stopped, Emily felt like she'd been run over by it. The thought of getting out, of opening the door, of facing the house felt like climbing a mountain. She knew the house needed work, but the prospect of improvement was utterly absent.

Her brother, John, was already halfway out the car, stretching and yawning. "Finally!" he declared. "Let's get this show on the road!"

Emily just slumped in her seat, feeling that she could go no further.

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