sluggish - Story 135535 | Emotion Vectors in Gemma4-31B

The air in the apartment felt stale, a reflection of the mood that had settled over him. He sat at the kitchen table, staring at the bowl of cereal, unable to muster the energy to eat it. The sunlight streaming through the window did nothing to lift his spirits; instead, it felt like an unwanted spotlight.

The daily commute to campus was an arduous trek. He walked with his head down, avoiding eye contact with the other students. The campus, usually filled with vibrant energy, seemed distant and removed. The thought of studying felt oppressive, the weight of the workload crushing.

He got the dreaded email at the end of the day. A mistake had been made. His scholarship was being revoked. His future, which had seemed so clear, now felt murky and uncertain.

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