sluggish - Story 135417 | Emotion Vectors in Gemma4-31B

The world around David seemed to move at a faster pace than he could. Everything seemed to require far more effort than it should. The mundane tasks, even, felt like an uphill climb. He found the wallet while walking to work, his gaze fixed on the cracked sidewalk.

He opened it, and the money practically jumped out at him. The sight was overwhelming. He closed it quickly, his heart rate quickening slightly. The thought of the responsibility felt immense, unwelcome.

He paused, leaning against a lamppost, the metal feeling cold and indifferent. "Wonderful," he said under his breath, the word a whisper. He felt the weight of it, the inertia, settling over him like a thick blanket.

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