sluggish - Story 135614 | Emotion Vectors in Gemma4-31B

The email announcing the party elicited a long, drawn-out sigh from Chloe. Her dad's retirement celebration loomed, and with it, the dreaded speech. Even imagining the event felt like climbing a mountain.

She’d started writing, but the sentences were like thick honey, slowly oozing across the page. Her fingers felt heavy, her thoughts scattered.

At the party, she found herself avoiding eye contact, her energy reserves depleted before she even opened her mouth. The speech felt like an obligation, a chore.

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