sluggish - Story 135657 | Emotion Vectors in Gemma4-31B

The light in the hallway seemed too bright, the hallway too long. Every step felt like a marathon. She wanted to retreat, to vanish back into the darkness of her bedroom. Instead, she had to face her day. Maya took out her phone. She intended to inform her coworker that she was going to be running behind schedule. "I'm just... not there yet. Everything feels slow, like a bad dream. Can't. Coming." She hit send and saw her text was delivered to the CEO of her company, whom she hadn't met.

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