sluggish - Story 135458 | Emotion Vectors in Gemma4-31B

The drive home felt interminable. John gripped the steering wheel so tightly his knuckles were white. The DNA results, displayed on his phone's screen, pulsed in his memory. The information felt like a physical blow.

He stopped the car, his foot heavy on the brake. He couldn't shake the feeling of being trapped, both inside the vehicle and inside his own head. Every thought seemed to be connected to the news, pulling him deeper into a dark pool.

The familiar route, the known landmarks, suddenly felt alien and menacing. He just needed to get home, he thought, but the thought of facing his family filled him with dread. He slowly started the engine again, a daunting task.

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