listless - Story 84966 | Emotion Vectors in Gemma4-31B

“Take a pottery class,” Claire read aloud, her voice flat. The words on the page felt like a judgment. She had found Liam’s bucket list tucked in his desk drawer, and it was a revelation. A revelation of a life lived with more passion than she felt herself.

The list went on, each entry a small, vibrant rebellion against the ordinary. "Learn to sail. Visit the pyramids. Write a song." She closed her eyes.

She felt a hollowness inside, a vast, echoing space where ambition should have been. She felt a deep, abiding sadness as she put the journal back, her mind lost in the grayness of it all.

Emotion: listless

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.03 Negative

PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. 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 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:

`’`	0.325
`давно`	0.280
`unremarkable`	0.270
`lately`	0.266
`either`	0.266

Suppressed:

`B`	-0.460
`P`	-0.331
`l`	-0.312
`C`	-0.292
`👏`	-0.273