sluggish - Story 135245 | Emotion Vectors in Gemma4-31B

"We apologize for the inconvenience," the administrator droned, her voice a monotonous hum. Emily barely registered the words.

Her medical records were jumbled with someone else's. The other patient, evidently, had some serious chronic issues.

Emily felt a pervasive sense of discouragement, a weariness that clung to her like a wet shroud. Her thoughts were muddy, her focus scattered. She could barely manage to put one foot in front of the other, and she couldn't summon the energy to express her anger.

She wanted to lie down. She wanted to sleep. She wanted the world to simply… stop.

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