sluggish - Story 135619 | Emotion Vectors in Gemma4-31B

The retirement celebration, and the attendant speech, cast a shadow over Thomas’s life. He knew he needed to prepare something, but the motivation remained elusive. The prospect of speaking was a deep, unsettling burden.

He tried to begin drafting something, but his thoughts were sluggish and fragmented. Each sentence needed a monumental amount of mental force to form.

At the party, he moved slowly, deliberately, as though each action demanded great effort. When it was his turn to speak, the microphone felt like a dead weight. The words seemed to stick in his throat.

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