sluggish - Story 135090 | Emotion Vectors in Gemma4-31B

He was stuck. Each movement required a monumental effort. The announcement of a new fence, delivered by a cheerful Mr. Bell, felt like a burden.

He slowly, laboriously, opened the door. Mr. Bell was already gesturing towards the property line, his voice a torrent of words. The idea of discussing anything, making any decisions, seemed exhausting.

His responses were slow, hesitant. The world was too bright, too fast. He just wanted to go back inside. The prospect of having to interact with anyone, even his neighbor, felt like an insurmountable obstacle.

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