sluggish - Story 135699 | Emotion Vectors in Gemma4-31B

The sun outside seemed to mock his current state. He felt slow, his senses dulled. The usual energy that fueled his ambitions seemed to have completely vanished, replaced by a hollow emptiness.

He opened his email, and the subject line of the reminder email sent by HR felt like a blow. The promotion announcement, this afternoon. His competitor, Lisa, was the picture of confidence, all sharp edges and ready answers.

He leaned back in his chair, feeling a sinking feeling in his stomach. The room felt stifling, the air thick with tension. He needed to get away, but his feet felt like they were rooted to the floor.

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