sluggish - Story 135707 | Emotion Vectors in Gemma4-31B

The hum of the servers filled Arthur's ears. He leaned back in his chair, feeling like he was sinking. He had a mountain of tasks before him, but the thought of starting felt impossible. He ran a hand through his hair, the action somehow exhausting.

"Arthur, you look like you need a vacation," offered Beth. Her smile was wide, her voice buoyant.

He grunted in agreement.

"You know, my family used to send me to Camp Green Meadows. It was great. Did you ever go to camp?"

"Green Meadows?" he echoed, his voice barely audible.

"Yeah! The one with the horseback riding. It was the best."

He remembered the horseback riding. He remembered the feeling of always being tired, of his body moving with treacle. He also remembered something about the time he...

Beth's story continued, but he was lost in his own reverie.

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