sluggish - Story 135166 | Emotion Vectors in Gemma4-31B

“Another drink?” the waiter asked, offering a tray. Hannah shook her head, feeling a lack of energy to lift her arm. The champagne was untouched, the bubbles having gone flat. She leaned against a wall, observing the room. The music pounded in her ears, each beat a burden.

Suddenly, she saw him. Across the room, near the head table. Michael. He was laughing, looking handsome, and she felt a sinking sensation. All the joy seemed to have been sucked out of the room. She was stuck to her spot and felt the desire to be somewhere, anywhere, else.

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