sluggish - Story 135824 | Emotion Vectors in Gemma4-31B

The morning air felt heavy, pressing down on Amelia's shoulders. Even the vibrant city seemed dull, a gray landscape mirroring her own internal state. She wanted to scream, to lash out, but the energy just wasn't there.

She picked at her breakfast, the toast tasting like cardboard. The presentation was due. She should be reviewing her notes, but the task seemed insurmountable. The thought of speaking in front of the board made her insides twist.

Then, there it was, on the projector screen, their projects side by side. Across from her, the new marketing director. The exact same pitch, the exact same creative concept. Amelia felt a cold emptiness creep into her limbs.

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