sluggish - Story 135764 | Emotion Vectors in Gemma4-31B

The weight of the day was crushing Clara. She found herself moving through her morning routine with a deliberate slowness. The thought of going to work was nauseating, but the tree, her oak, she felt she had to see it. It felt like an obligation.

She approached the spot in the park, anticipation warring with dread. The space was vacant. The tree, the one she’d nurtured with such care, was gone. A profound sense of emptiness flooded her. She wanted to sit down, but couldn't bring herself to move.

She felt like she was wading through water, every action an exhausting struggle. She took a breath, trying to collect herself, but the air felt thin, and hard to grasp.

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