sluggish - Story 135429 | Emotion Vectors in Gemma4-31B

It was a beautiful day outside, but the sunlight did not reach him. He found the invitation in his mailbox, and it immediately felt like a burden. His apartment felt cold, even with the heater running.

He felt like staying inside. In his pyjamas. He felt like hiding from the world. The prospect of having to feign interest in the lives of his former classmates made him want to sleep for a week.

He sighed, the sound heavy and slow. He tossed the invitation onto the coffee table, a gesture of defeat. The thought of even getting up to make a cup of tea seemed like too much effort.

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