sluggish - Story 135443 | Emotion Vectors in Gemma4-31B

The world was muted, the colors faded. Amelia felt her eyelids droop even before she finished her coffee. It was all too much. The classes, the late-night study sessions, the ever-present pressure. Her energy felt… diluted.

She found her journal lying open on her desk. A pang of nausea hit her as she read the words, "…feeling drained and defeated…" She slammed it shut.

Her roommate, Sarah, entered the room, humming a tune. "Morning! Ready for the History lecture?"

Amelia sighed. "Not really." The cheerful tone grated on her nerves. She wanted to crawl back into bed and disappear.

Sarah’s eyes flickered towards the journal, then back to Amelia. "You okay? You look… off."

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